BAML for improved quality for thousands of tools

[qdrddr]

Hi, use this example how to implement BAML to improve the reliability and quality of tool calls and selection.

BoundaryML/baml-examples#53

[qdrddr]

I think this is relevant.

Addressing LLMs limitations in generating sophisticated long-form outputs. Survey analysis of over 1400 research papers:

• Context Retrieval and Generation
• Context Processing
• Context Management
• Memory Systems
• RAG
• Tool-Integrated Reasoning

https://github.com/Meirtz/Awesome-Context-Engineering

[qdrddr]

Reranker with graphs
https://github.com/Bavalpreet/MediumBlogs/blob/main/Knowledgegraph%20Reranking/Knowledge_graph_re_ranking.ipynb

[qdrddr]

Suggested Embedding model: Codestral-Embed from mistral and Mxbai-rerank-v2 to improve performance for, code, MCP, and tool retrieval.

[qdrddr]

Suggested Embedded (In-Progress) VectorDB that capable of SQL + Vector search and is a faster alternative than SQLite:

https://github.com/tursodatabase/turso

[qdrddr]

Would appreciate if you vote for this improvement idea to standardize MCP Specification with Delegated Advanced Tool Search in my comment feature here.