Jerry Liu sur Twitter : "if you have access to a rich query language (e.g. SQL / any DSL), use a vector db to index additional metadata to help the LLM execute queries using this query language, while preventing prompt overflows!
Tags:
Au sujet de ce document
Infos sur le fichier
Documents with similar tags (experimental)
LlamaIndex 🦙 sur X : "brand-new course on Building Agentic RAG with LlamaIndex with @DeepLearningAI + @AndrewYNg..."
Tags:
2024-05-09 A propos
Jerry Liu sur X : "Build a RAG backend over any website in a single CLI command ..."
Tags:
2024-02-03 A propos
LlamaIndex: "Instead of using a global fixed chunk size for RAG, try splitting based on the semantics of the text"
Tags:
2024-01-13 A propos
Jerry Liu sur X : "A simple trick to improve retrieval for RAG 💡: Embed “references” to each text chunk instead of the chunk itself (e.g. smaller chunks, summaries)..."
Tags:
2023-09-06 A propos
Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023
Tags:
2023-08-18 A propos
Jerry Liu on X: “Graph RAG” in @llama_index: a new method of augmenting LLMs with context from a graph database
Tags:
2023-08-17 A propos
LlamaIndex: Harnessing the Power of Text2SQL and RAG to Analyze Product Reviews | by Ravi Theja | LlamaIndex Blog | Aug, 2023 | Medium
Tags:
2023-08-13 A propos
Breaking barriers with OpenBB and LlamaIndex: simplifying data access to 100+ trusted sources | OpenBB
Tags:
2023-07-20 A propos
Jerry Liu sur Twitter : "Adding metadata to text can help w/ disambiguation and boost retrieval performance for LLM QA systems, using LLMs to... extract rich context to augment each chunk"
Tags:
2023-07-09 A propos
Jerry Liu sur Twitter : "The new OpenAI Function API simplifies agent development by A LOT."
Tags:
2023-06-15 A propos
Jerry Liu sur Twitter : "LLMs + knowledge graphs backed by a graph db (@NebulaGraph). New stack for retrieval-augmented generation. Now possible with @llama_index..."
Tags:
2023-06-09 A propos
Jerry Liu sur Twitter : "Tuning top-k for semantic search is challenging... Introducing the LlamaIndex AutoRetriever for vector databases"
Tags:
2023-05-13 A propos
Jerry Liu sur Twitter : "LlamaIndex... has deep integrations with @MongoDB..."
Tags:
2023-05-11 A propos
Jerry Liu sur Twitter : "LlamaIndex: define your *own* (simplified) hybrid search"
Tags:
2023-04-29 A propos
Jerry Liu sur Twitter : "Building a Unified Query Interface. @gpt_index provides a crazy amount of functionality to make data retrieval + LLM’s really good for different use cases."
Tags:
2023-04-15 A propos
Jerry Liu sur Twitter : "To evaluate retrieval-augmented LLM’s, we can compare the query/response/source context to see if they match. We just added this to @gpt_index..."
Tags:
2023-04-11 A propos