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@ -2581,19 +2581,19 @@ print(result.response)</div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
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<pre>### Overview of Cosmic Vocalization
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Cosmic Vocalization is a phenomenon that has garnered significant attention within the community, involving various individuals and groups. It is perceived as a complex and potentially impactful event, with different interpretations and responses from those involved.
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Cosmic Vocalization is a phenomenon that has garnered significant attention from various individuals and groups. It is perceived as a focal point of interest within the community, suggesting its importance and the intrigue it holds for those studying or affected by it [Data: Reports (6)].
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### Key Perspectives and Concerns
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### Key Involvements
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Alex Mercer views Cosmic Vocalization as part of an interstellar duet, suggesting that it may be a responsive or interactive event in relation to cosmic occurrences [Data: Reports (6)]. This perspective highlights the potential for Cosmic Vocalization to be a communicative or reciprocal phenomenon, possibly involving unknown cosmic entities or forces.
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1. **Paranormal Military Squad**: This group is actively engaged with Cosmic Vocalization, indicating that it is part of their strategic response to cosmic phenomena. Their involvement highlights the significance of Cosmic Vocalization in security measures, suggesting that it may have implications for national or global safety [Data: Reports (6)].
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On the other hand, Taylor Cruz expresses concerns that Cosmic Vocalization might be a homing tune, which introduces a sense of urgency and potential threat [Data: Reports (6)]. This interpretation suggests that the phenomenon could be signaling or attracting attention from unknown sources, raising questions about its implications for security and safety.
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2. **Alex Mercer**: Alex Mercer views Cosmic Vocalization as part of an interstellar duet. This perspective suggests a responsive approach to cosmic events, indicating that there may be an interactive or communicative aspect to the phenomenon [Data: Reports (6)].
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### Involvement of the Paranormal Military Squad
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3. **Taylor Cruz**: Taylor Cruz has raised concerns about Cosmic Vocalization, fearing it might be a homing tune. This adds a layer of urgency and potential threat, as it implies that the phenomenon could be attracting or guiding something or someone [Data: Reports (6)].
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The Paranormal Military Squad is actively engaged with Cosmic Vocalization, indicating that it is considered significant enough to warrant a strategic response as part of their mission [Data: Reports (6)]. Their involvement underscores the importance of Cosmic Vocalization in security measures and suggests that it may have implications for national or global safety.
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### Implications
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In summary, Cosmic Vocalization is a multifaceted phenomenon with varying interpretations and responses. It involves key figures like Alex Mercer and Taylor Cruz, as well as strategic entities like the Paranormal Military Squad, each bringing their perspectives and concerns to the forefront.
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The involvement of diverse groups and individuals with Cosmic Vocalization underscores its complexity and potential impact. The strategic engagement by the Paranormal Military Squad suggests that it may have security implications, while the concerns raised by Taylor Cruz highlight the potential risks associated with the phenomenon. Alex Mercer's view adds a dimension of cosmic interaction, suggesting that Cosmic Vocalization could be part of a larger cosmic dialogue.
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</pre>
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</div>
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</div>
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@ -2844,7 +2844,7 @@ print(
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<div class="jp-OutputArea-child">
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<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
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<pre>LLM calls: 2. Prompt tokens: 11238. Output tokens: 486.
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<pre>LLM calls: 2. Prompt tokens: 11238. Output tokens: 507.
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</pre>
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</div>
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</div>
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@ -2161,19 +2161,19 @@ Report count after filtering by community level None: 20
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<div class="jp-OutputArea-child">
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<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr" tabindex="0">
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<pre>/home/runner/work/graphrag/graphrag/graphrag/query/indexer_adapters.py:160: SettingWithCopyWarning:
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<pre>/home/runner/work/graphrag/graphrag/graphrag/query/indexer_adapters.py:158: SettingWithCopyWarning:
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A value is trying to be set on a copy of a slice from a DataFrame.
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Try using .loc[row_indexer,col_indexer] = value instead
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See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
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nodes_df["community"] = nodes_df["community"].fillna(-1)
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/home/runner/work/graphrag/graphrag/graphrag/query/indexer_adapters.py:161: SettingWithCopyWarning:
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/home/runner/work/graphrag/graphrag/graphrag/query/indexer_adapters.py:159: SettingWithCopyWarning:
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A value is trying to be set on a copy of a slice from a DataFrame.
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Try using .loc[row_indexer,col_indexer] = value instead
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See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
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nodes_df["community"] = nodes_df["community"].astype(int)
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/home/runner/work/graphrag/graphrag/graphrag/query/indexer_adapters.py:162: SettingWithCopyWarning:
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/home/runner/work/graphrag/graphrag/graphrag/query/indexer_adapters.py:160: SettingWithCopyWarning:
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A value is trying to be set on a copy of a slice from a DataFrame.
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Try using .loc[row_indexer,col_indexer] = value instead
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@ -2541,23 +2541,21 @@ print(result.response)</div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
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<pre>### Overview of Cosmic Vocalization
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Cosmic Vocalization is a phenomenon that has captured the attention of various individuals and groups within the community. It is perceived as a significant cosmic event, with implications that extend beyond mere observation. The concept is central to the community's focus, suggesting its importance in both cultural and scientific contexts [Data: Reports (6)].
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Cosmic Vocalization is a phenomenon that has captured the attention of various individuals and groups within the community. It is perceived as a significant cosmic event, with implications that extend beyond mere observation. The concept is central to the community's focus, suggesting its importance in both cultural and strategic contexts [Data: Reports (6)].
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### Key Perspectives and Concerns
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Alex Mercer views Cosmic Vocalization as part of an interstellar duet, indicating a responsive and perhaps interactive approach to these cosmic events. This perspective suggests that Cosmic Vocalization may not be a solitary occurrence but part of a larger cosmic interaction [Data: Reports (6)].
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Alex Mercer views Cosmic Vocalization as part of an interstellar duet, indicating a responsive and perhaps harmonious interaction with cosmic events. This perspective suggests that Cosmic Vocalization may be more than a passive occurrence; it could be an active engagement with the universe [Data: Reports (6)].
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On the other hand, Taylor Cruz raises concerns about the potential implications of Cosmic Vocalization, fearing it might serve as a homing tune. This adds a layer of urgency and potential threat, suggesting that the phenomenon could have unforeseen consequences if not properly understood and managed [Data: Reports (6)].
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In contrast, Taylor Cruz raises concerns about the potential implications of Cosmic Vocalization, fearing it might serve as a homing tune. This perspective introduces a layer of urgency and potential threat, suggesting that the phenomenon could have unintended consequences or attract unwanted attention [Data: Reports (6)].
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### Involvement of the Paranormal Military Squad
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### Strategic and Metaphorical Interpretations
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The Paranormal Military Squad is actively engaged with Cosmic Vocalization, indicating its strategic importance in security measures. Their involvement highlights the significance of Cosmic Vocalization in terms of national or global security, as they interpret and respond to these cosmic phenomena as part of their mission [Data: Reports (6)].
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The Paranormal Military Squad's involvement with Cosmic Vocalization highlights its strategic importance. Their engagement suggests that the phenomenon is not only of scientific interest but also of security significance. The squad's actions indicate that Cosmic Vocalization is being monitored and possibly managed as part of broader security measures [Data: Reports (6)].
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### Metaphorical Interpretation
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Furthermore, the Universe is metaphorically treated as a concert hall by the Paranormal Military Squad. This metaphorical interpretation suggests a broader perspective on how cosmic events are perceived and responded to by human entities. It implies that Cosmic Vocalization is part of a larger cosmic symphony, where human responses are akin to musical performances in a grand concert [Data: Reports (6)].
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The Universe is metaphorically treated as a concert hall by the Paranormal Military Squad, which suggests a broader perspective on how cosmic events are interpreted by human entities. This metaphorical view implies that Cosmic Vocalization is not just a scientific curiosity but also a cultural and philosophical subject, inviting diverse interpretations and responses [Data: Reports (6)].
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In summary, Cosmic Vocalization is a multifaceted phenomenon involving various stakeholders, each with their own perspectives and concerns. Its implications are wide-ranging, affecting cultural, scientific, and security domains.
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In summary, Cosmic Vocalization is a multifaceted phenomenon involving various stakeholders, each with their own interpretations and concerns. Its significance spans cultural, strategic, and metaphorical dimensions, making it a subject of considerable interest and debate within the community.
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</pre>
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</div>
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</div>
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@ -2643,22 +2641,6 @@ result.context_data["reports"]</div>
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</tr>
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<tr>
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<th>2</th>
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<td>18</td>
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<td>Paranormal Military Squad Team and Dulce Base'...</td>
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<td>0.04</td>
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<td># Paranormal Military Squad Team and Dulce Bas...</td>
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<td>8.5</td>
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</tr>
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<tr>
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<th>3</th>
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<td>17</td>
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<td>Dulce Team and Underground Command Center: Int...</td>
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<td>0.02</td>
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<td># Dulce Team and Underground Command Center: I...</td>
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<td>8.5</td>
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</tr>
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<tr>
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<th>4</th>
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<td>4</td>
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<td>Dulce Facility and Control Room of Dulce: Extr...</td>
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<td>0.02</td>
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@ -2666,7 +2648,7 @@ result.context_data["reports"]</div>
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<td>8.5</td>
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</tr>
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<tr>
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<th>5</th>
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<th>3</th>
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<td>19</td>
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<td>Central Terminal and Viewing Monitors at Dulce...</td>
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<td>0.02</td>
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@ -2674,7 +2656,15 @@ result.context_data["reports"]</div>
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<td>8.5</td>
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</tr>
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<tr>
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<th>6</th>
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<th>4</th>
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<td>17</td>
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<td>Dulce Team and Underground Command Center: Int...</td>
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<td>0.02</td>
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<td># Dulce Team and Underground Command Center: I...</td>
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<td>8.5</td>
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</tr>
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<tr>
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<th>5</th>
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<td>6</td>
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<td>Cosmic Vocalization and Universe Interactions</td>
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<td>0.02</td>
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@ -2757,9 +2747,9 @@ print(
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<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
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<pre>Build context (gpt-4o-mini)
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LLM calls: 12. Prompt tokens: 8565. Output tokens: 1055.
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LLM calls: 12. Prompt tokens: 8565. Output tokens: 1093.
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Map-reduce (gpt-4o)
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LLM calls: 2. Prompt tokens: 5834. Output tokens: 616.
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LLM calls: 2. Prompt tokens: 5402. Output tokens: 628.
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</pre>
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</div>
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</div>
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@ -3351,21 +3351,21 @@ print(result.response)</div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
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<pre>### Overview of Agent Mercer
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Agent Alex Mercer is a prominent figure within the Paranormal Military Squad, playing a crucial role in Operation: Dulce at the Dulce Base. He is recognized for his strategic and commanding presence, particularly in overseeing operations related to communication with extraterrestrial intelligence. His responsibilities include initiating broadcasts to communicate with extraterrestrial beings, decoding alien messages, and leading the team in understanding and responding to these communications [Data: Entities (0)].
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Agent Alex Mercer is a prominent figure within the Paranormal Military Squad, playing a crucial role in Operation: Dulce at the Dulce Base. He is recognized for his commanding and strategic presence, particularly in overseeing operations related to communication with extraterrestrial intelligence. His responsibilities include initiating broadcasts to communicate with extraterrestrial beings, decoding alien messages, and leading the team in understanding and responding to these communications [Data: Entities (0)].
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### Role and Responsibilities
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Mercer is deeply involved in the philosophical and strategic aspects of interstellar communication, viewing these interactions as a form of cosmic dialogue. His leadership style is characterized by a blend of determination, compliance with mission protocols, and a protective approach towards his team. He collaborates with team members like Jordan Hayes, exploring secured areas and engaging in high-stakes, secretive operations. Mercer emphasizes the importance of intuition and trust beyond protocol, particularly in his mentorship of Sam Rivera [Data: Entities (0); Relationships (336, 167)].
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Mercer is deeply involved in the philosophical and strategic aspects of interstellar communication, viewing these interactions as a form of cosmic dialogue. His leadership style is characterized by a blend of determination, compliance with mission protocols, and a protective approach towards his team. He collaborates with team members like Jordan Hayes, exploring secured areas and engaging in high-stakes, secretive operations. Mercer emphasizes the importance of intuition and trust beyond protocol, particularly in his mentorship of Sam Rivera [Data: Entities (0)].
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### Interactions and Influence
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### Relationships and Influence
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Mercer is known for his intellectual curiosity and deep involvement in the mission's objectives. He is depicted as a thoughtful mentor, guiding his team through the complexities of alien communication. His experiences during encounters with alien signals have led to profound changes, reinforcing his role as a key decision-maker and guardian in missions that transcend traditional boundaries. His interactions with other team members, such as Taylor Cruz and Jordan Hayes, highlight his influential role in both leadership and operational contexts [Data: Entities (0, 30); Relationships (71, 116)].
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Agent Mercer is known for his intellectual curiosity and is depicted as a thoughtful mentor. His experiences during encounters with alien signals have led to profound changes, reinforcing his role as a key decision-maker and guardian in missions that transcend traditional boundaries. He shares a deep commitment to discovery with colleagues like Dr. Jordan Hayes, working together on alien technology during Operation: Dulce [Data: Entities (0); Relationships (336)].
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### Challenges and Philosophical Approach
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Despite his outward compliance, Mercer harbors a subtle form of determination that resists easy submission to authority. This is evident during the briefing for Operation: Dulce, where he contemplates the broader implications of their mission for humanity. His philosophical approach to the mission underscores the potential paradigm shifts that could arise from their discoveries, emphasizing the quest for understanding as a double-edged sword that could either elevate or condemn humanity [Data: Claims (1); Sources (40, 42)].
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Despite his outward compliance, Mercer harbors a subtle form of determination that resists easy submission to authority. This is evident during the briefing for Operation: Dulce, where he contemplates the broader implications of their mission for humanity. His approach to leadership and communication is not just about following orders but also about understanding the existential stakes involved in their mission [Data: Claims (1)].
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In summary, Agent Alex Mercer is a pivotal figure in the Paranormal Military Squad, known for his strategic leadership, mentorship, and philosophical engagement with the mission's objectives. His role in Operation: Dulce is marked by a commitment to understanding and communicating with extraterrestrial intelligence, navigating the complexities of interstellar dialogue with a blend of determination and intellectual curiosity.
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In summary, Agent Alex Mercer is a pivotal figure in the Paranormal Military Squad, known for his strategic leadership, mentorship, and philosophical approach to interstellar communication. His role at Dulce Base highlights his commitment to both the mission and the broader implications of their discoveries for humanity.
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</pre>
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</div>
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</div>
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@ -3411,21 +3411,25 @@ print(result.response)</div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
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<pre>### Overview of Dr. Jordan Hayes
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Dr. Jordan Hayes is a prominent scientist at Dulce Base, playing a crucial role in the Paranormal Military Squad. Their work is primarily focused on the analysis and decryption of alien communications, which is vital for interstellar communication and potential interspecies interaction. Dr. Hayes is known for their expertise in deciphering alien codes and understanding extraterrestrial thought patterns, which are essential for leading communications with extraterrestrial entities [Data: Entities (17, 2); Relationships (201, 322)].
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Dr. Jordan Hayes is a prominent scientist at Dulce Base, playing a crucial role in the Paranormal Military Squad's efforts to understand and communicate with extraterrestrial entities. Dr. Hayes's work is primarily focused on decoding and analyzing alien signals and codes, which are essential for interstellar communication and potentially interspecies interaction [Data: Entities (2, 17, 47); Relationships (201, 322, 283)].
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### Role and Contributions
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### Key Contributions and Expertise
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Dr. Hayes's contributions are pivotal in the context of Operation: Dulce, where they are deeply involved in scientific exploration and the decryption of alien signals. Their work involves setting up lab stations, operating the mainframe, and playing a crucial role in the command center at Dulce Base. Dr. Hayes collaborates closely with colleagues like Alex Mercer, engaging in thoughtful dialogue and showing analytical thinking about the mission's uncertainties [Data: Entities (2); Relationships (26, 270, 283)].
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Dr. Hayes is noted for their expertise in blending terrestrial science with celestial unknowns, particularly in deciphering alien codes and understanding extraterrestrial thought patterns. This expertise is vital in leading communications with extraterrestrial entities and decrypting signals that suggest sentience, indicating significant breakthroughs in their field [Data: Entities (17, 2); Claims (60, 83, 91)].
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### Scientific Breakthroughs
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Their work involves decrypting algorithms, interpreting cosmic signals, and analyzing the implications of alien society. Dr. Hayes's efforts are on the verge of a significant scientific breakthrough, as they lead efforts in isolating and understanding complex alien signals that resemble human cognition. These signals are artificial and patterned, indicating a tandem evolution with humanity [Data: Entities (2); Claims (91, 134)].
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Dr. Hayes is on the verge of significant scientific breakthroughs, particularly in isolating and understanding complex alien signals that resemble human cognition. Their efforts suggest that these signals are artificial and patterned, indicating a tandem evolution with humanity. This work is crucial in crafting humanity's responses to cosmic alignments and responsive galactic signals, navigating the dark corridors of Dulce with a focus on unknown variables and challenges beyond established protocols [Data: Entities (2); Claims (60, 83, 91, 134)].
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### Role in Operation: Dulce
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### Personal Attributes
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Dr. Hayes is a central figure in Operation: Dulce, where they are deeply engaged in various aspects of extraterrestrial research and communication. They are involved in setting up lab stations, operating the mainframe, and playing a crucial role in the command center at Dulce Base. Dr. Hayes works closely with colleagues like Alex Mercer, engaging in thoughtful dialogue and showing analytical thinking about the mission's uncertainties [Data: Entities (2); Relationships (26, 270, 322)].
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Dr. Hayes is characterized by their adaptability and skepticism, qualities that are essential given the uncertainties and unknown challenges of their mission. They are reflective and analytical, often contemplating the profound implications of their findings on physics and the possibilities of their mission. This perspective helps them navigate the unknown variables in their field of research, making them a vital asset to the team's efforts in decoding extraterrestrial messages [Data: Entities (17, 2); Claims (2, 13)].
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Their adaptability and skepticism are essential qualities given the uncertainties and unknown challenges of their mission, such as the blackout and distress signals at Dulce. Dr. Hayes's attention to detail is evident in their discovery of significant panels among secured doorways and their contemplation of the mission's broader ramifications [Data: Entities (2); Claims (13, 2)].
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|
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In summary, Dr. Jordan Hayes is a central figure in the efforts to understand and communicate with extraterrestrial entities, contributing significantly to the scientific and strategic objectives of the Paranormal Military Squad at Dulce Base. Their work not only advances the understanding of alien communications but also poses profound implications for humanity's place in the universe.
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### Leadership and Philosophy
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Dr. Hayes emphasizes the importance of adaptability in leadership, especially when facing unknown challenges. They reflect on their own skepticism and its potential as a blind spot, indicating a moment of self-awareness and growth. This perspective helps them navigate the unknown variables in their field of research, making them a vital asset to the team's efforts in decoding extraterrestrial messages [Data: Claims (2, 13); Entities (2)].
|
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In summary, Dr. Jordan Hayes is a key scientist whose work at Dulce Base is pivotal in advancing humanity's understanding of extraterrestrial communications. Their contributions are marked by a blend of scientific rigor, adaptability, and a commitment to discovery, positioning them as a leading figure in the field of interstellar communication.
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</pre>
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</div>
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</div>
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@ -1544,9 +1544,9 @@ Figure 1: Auto Tuning Conceptual Diagram.
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<p>Before running auto tuning, ensure you have already initialized your workspace with the <code>graphrag init</code> command. This will create the necessary configuration files and the default prompts. Refer to the <a href="../../config/init/">Init Documentation</a> for more information about the initialization process.</p>
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<h2 id="usage">Usage</h2>
|
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<p>You can run the main script from the command line with various options:</p>
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<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>graphrag<span class="w"> </span>prompt-tune<span class="w"> </span><span class="o">[</span>--root<span class="w"> </span>ROOT<span class="o">]</span><span class="w"> </span><span class="o">[</span>--domain<span class="w"> </span>DOMAIN<span class="o">]</span><span class="w"> </span><span class="o">[</span>--method<span class="w"> </span>METHOD<span class="o">]</span><span class="w"> </span><span class="o">[</span>--limit<span class="w"> </span>LIMIT<span class="o">]</span><span class="w"> </span><span class="o">[</span>--language<span class="w"> </span>LANGUAGE<span class="o">]</span><span class="w"> </span><span class="se">\</span>
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<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>graphrag<span class="w"> </span>prompt-tune<span class="w"> </span><span class="o">[</span>--root<span class="w"> </span>ROOT<span class="o">]</span><span class="w"> </span><span class="o">[</span>--config<span class="w"> </span>CONFIG<span class="o">]</span><span class="w"> </span><span class="o">[</span>--domain<span class="w"> </span>DOMAIN<span class="o">]</span><span class="w"> </span><span class="o">[</span>--selection-method<span class="w"> </span>METHOD<span class="o">]</span><span class="w"> </span><span class="o">[</span>--limit<span class="w"> </span>LIMIT<span class="o">]</span><span class="w"> </span><span class="o">[</span>--language<span class="w"> </span>LANGUAGE<span class="o">]</span><span class="w"> </span><span class="se">\</span>
|
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<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="o">[</span>--max-tokens<span class="w"> </span>MAX_TOKENS<span class="o">]</span><span class="w"> </span><span class="o">[</span>--chunk-size<span class="w"> </span>CHUNK_SIZE<span class="o">]</span><span class="w"> </span><span class="o">[</span>--n-subset-max<span class="w"> </span>N_SUBSET_MAX<span class="o">]</span><span class="w"> </span><span class="o">[</span>--k<span class="w"> </span>K<span class="o">]</span><span class="w"> </span><span class="se">\</span>
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<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="o">[</span>--min-examples-required<span class="w"> </span>MIN_EXAMPLES_REQUIRED<span class="o">]</span><span class="w"> </span><span class="o">[</span>--no-entity-types<span class="o">]</span><span class="w"> </span><span class="o">[</span>--output<span class="w"> </span>OUTPUT<span class="o">]</span>
|
||||
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="o">[</span>--min-examples-required<span class="w"> </span>MIN_EXAMPLES_REQUIRED<span class="o">]</span><span class="w"> </span><span class="o">[</span>--discover-entity-types<span class="o">]</span><span class="w"> </span><span class="o">[</span>--output<span class="w"> </span>OUTPUT<span class="o">]</span>
|
||||
</code></pre></div>
|
||||
<h2 id="command-line-options">Command-Line Options</h2>
|
||||
<ul>
|
||||
@ -1584,7 +1584,7 @@ Figure 1: Auto Tuning Conceptual Diagram.
|
||||
<p><code>--min-examples-required</code> (optional): The minimum number of examples required for entity extraction prompts. Default is 2.</p>
|
||||
</li>
|
||||
<li>
|
||||
<p><code>--no-entity-types</code> (optional): Use untyped entity extraction generation. We recommend using this when your data covers a lot of topics or it is highly randomized.</p>
|
||||
<p><code>--discover-entity-types</code> (optional): Allow the LLM to discover and extract entities automatically. We recommend using this when your data covers a lot of topics or it is highly randomized.</p>
|
||||
</li>
|
||||
<li>
|
||||
<p><code>--output</code> (optional): The folder to save the generated prompts. Default is "prompts".</p>
|
||||
|
||||
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