Record · corpus.blog/posts/01a0e50b-5259-7390-ac15-ec431019c533

Making an Ollama-compatible RAG app

Pamela Fox · published 9 August 2024

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Host

https://ollama.com/

ollama.com

https://github.com/Azure-Samples/rag-postgres-openai-python/

github.com

https://ollama.com/library/llama2

ollama.com

https://ollama.com/library/llama3.1

ollama.com

https://ollama.com/library?q=embed

ollama.com

https://github.com/ollama/ollama/blob/main/docs/openai.md

github.com

Function calling guide Read at the source ↗

platform.openai.com

RAG techniques: Function calling for more structured retrieval Read at the source ↗

blog.pamelafox.org

Introducing Structured Outputs in the API Read at the source ↗

openai.com

Tool support Read at the source ↗

ollama.com

https://ollama.com/search?c=tools

ollama.com

https://gist.github.com/pamelafox/cf0bc60c9e18f1dc5cf8d8d0a74f51ce

gist.github.com

https://blog.langchain.dev/few-shot-prompting-to-improve-tool-calling-performance/

blog.langchain.dev

https://github.com/Azure-Samples/rag-postgres-openai-python/blob/main/src/backend/fastapi_app/prompts/query_fewshots.json

github.com

https://github.com/Azure-Samples/rag-postgres-openai-python/blob/bba4c88b442710307ff6df45ce90b532bf675288/src/backend/fastapi_app/query_rewriter.py

github.com

Truncating conversation history for OpenAI chat completions Read at the source ↗

blog.pamelafox.org

https://pypi.org/project/tiktoken/

pypi.org

https://pypi.org/project/openai-messages-token-helper/

pypi.org

https://github.com/BerriAI/litellm

github.com