docs: discussions: Alice Engineering Comms: 2024-04-09T06:02:03+00:00

docs/discussions/alice_engineering_comms/0581/index.md

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+# 2024-04-01 Engineering Logs

docs/discussions/alice_engineering_comms/0582/index.md

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+# 2024-04-02 Engineering Logs

docs/discussions/alice_engineering_comms/0583/index.md

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+# 2024-04-03 Engineering Logs

docs/discussions/alice_engineering_comms/0583/reply_0000.md

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+- https://www.intel.com/content/www/us/en/developer/articles/technical/genai-playground-llms-with-camel-and-open-llama.html

docs/discussions/alice_engineering_comms/0584/index.md

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+# 2024-04-04 Engineering Logs

docs/discussions/alice_engineering_comms/0584/reply_0000.md

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+- https://github.com/jxmorris12/vec2text

docs/discussions/alice_engineering_comms/0585/index.md

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+# 2024-04-05 Engineering Logs

docs/discussions/alice_engineering_comms/0585/reply_0000.md

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+![such-alignment](https://user-images.githubusercontent.com/5950433/226707682-cfa8dbff-0908-4a34-8540-de729c62512f.png)

docs/discussions/alice_engineering_comms/0586/index.md

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+# 2024-04-06 Engineering Logs

docs/discussions/alice_engineering_comms/0586/reply_0000.md

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+## 2024-04-06 @pdxjohnny Engineering Logs
+
+- https://python.langchain.com/docs/integrations/tools/
+  - https://python.langchain.com/docs/integrations/tools/chatgpt_plugins/
+- https://huggingface.co/docs/transformers/v4.29.0/en/custom_tools
+  - https://huggingface.co/docs/transformers/v4.29.0/en/transformers_agents#a-curated-set-of-tools
+  - https://python.langchain.com/docs/integrations/tools/gradio_tools/
+- https://langchain-doc.readthedocs.io/en/latest/modules/chat/examples/agent.html
+- https://edge-runtime.vercel.app/features/available-apis#addressing-the-runtime
+- https://github.com/wintercg/admin/blob/main/charter.md
+- https://v8.dev/blog/sandbox
+  - Policy engine is already python, can embed V8, just missing docker actions
+
+![chaos-for-the-chaos-god](https://github.com/intel/dffml/assets/5950433/636969a1-1f0f-4c96-8812-f10fa403e79c)
+
+- https://python.langchain.com/docs/langgraph/
+  - https://python.langchain.com/docs/langgraph/#define-the-graph
+    - Policy engine workflows as langgraph
+- https://github.com/langchain-ai/langgraph/blob/main/examples/time-travel.ipynb
+- https://github.com/langchain-ai/langgraph/blob/main/examples/rag/langgraph_adaptive_rag_local.ipynb
+- https://github.com/langchain-ai/langgraph/blob/main/examples/rag/langgraph_agentic_rag.ipynb
+- https://github.com/langchain-ai/langgraph/pull/268
+  - Failsafe
+- https://github.com/langchain-ai/langgraph/blob/main/examples/llm-compiler/LLMCompiler.ipynb
+  - > LLMCompiler is an agent architecture designed to speed up the execution of agentic tasks by eagerly-executed tasks within a DAG. It also saves costs on redundant token usage by reducing the number of calls to the LLM.
+    > - The planner output parsing format is fragile if your function requires more than 1 or 2 arguments. We could make it more robust by using streaming tool calling.
+    > - Variable substitution is fragile in the example above. It could be made more robust by using a fine-tuned model and a more robust syntax (using e.g., Lark or a tool calling schema)
+    > - The state can grow quite long if you require multiple re-planning runs. To handle, you could add a message compressor once you go above a certain token limit.
+- https://python.langchain.com/docs/integrations/tools/ddg/
+  - Duck Duck Go search
+- https://lilianweng.github.io/posts/2023-06-23-agent/#component-one-planning
+  - Mentions chain of thoughts, we want to explore more into graph of thoughts
+- https://langchain-doc.readthedocs.io/en/latest/modules/indexes/chain_examples/graph_qa.html
+- https://langchain-doc.readthedocs.io/en/latest/modules/indexes/examples/hyde.html
+- https://langchain-doc.readthedocs.io/en/latest/modules/document_loaders/examples/readthedocs_documentation.html
+- https://langchain-doc.readthedocs.io/en/latest/modules/document_loaders/examples/directory_loader.html
+- https://langchain-doc.readthedocs.io/en/latest/modules/document_loaders/examples/markdown.html#retain-elements
+- https://langchain-doc.readthedocs.io/en/latest/modules/document_loaders/examples/copypaste.html
+- https://langchain-doc.readthedocs.io/en/latest/modules/indexes/chain_examples/chat_vector_db.html
+
+```
+docker run --rm -e POSTGRES_HOST_AUTH_METHOD=trust -v $HOME/embeddings/openai/var-lib-postgresq-data:/var/lib/postgresql/data:z pgvector/pgvector:pg16
+```
+
+- https://github.com/chroma-core/chroma/issues/1079
+  - Hit this
+- Text-embedding-ada-002-v2
+  - API requests: 751
+  - Tokens: 1,675,736
+  - Cost: $0.17
+- TODO
+  - [ ] https://github.com/intel/dffml/pull/1550

docs/discussions/alice_engineering_comms/0587/index.md

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+# 2024-04-07 Engineering Logs

docs/discussions/alice_engineering_comms/0588/index.md

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+# 2024-04-08 Engineering Logs

docs/discussions/alice_engineering_comms/0588/reply_0000.md

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+- https://www.tomshardware.com/software/someone-made-a-functioning-irc-client-that-runs-entirely-inside-the-motherboards-uefi
+- https://python.langchain.com/docs/use_cases/question_answering/per_user/
+- https://python.langchain.com/docs/integrations/retrievers/merger_retriever/