Knowledge bases AND LLM
Descendants partagés
44 Documents
NER using DSPy
Tags:
2024-04-12 A propos
Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."
Tags:
2024-03-30 A propos
DSPy Cheatsheet | DSPy
Tags:
2024-03-30 A propos
raphaelsrty sur X : "My personal Knowledge Base made to the front page of HackerNews today..."
Tags:
2024-03-23 A propos
Enhancing RAG-based application accuracy by constructing and leveraging knowledge graphs
Tags:
2024-03-16 A propos
Frank van Harmelen sur X : "...GenAI is rapidly becoming the best motivation for symbolic AI in a long time!"
Tags:
2024-03-15 A propos
Nils Reimers sur X : "Embeddings can store only 1 aspect/topic per embedding well."
Tags:
2024-03-13 A propos
Krista Opsahl-Ong sur X : "Got a pipeline with **multiple prompts**, like a DSPy program? ... Introducing MIPRO, a Multi-prompt Instruction Proposal Optimizer...."
Tags:
2024-03-09 A propos
KGC23 Keynote: The Future of Knowledge Graphs in a World of LLMs — Denny Vrandečić, Wikimedia - YouTube
Tags:
2024-03-07 A propos
GraphRAG: Unlocking LLM discovery on narrative private data - Microsoft Research
Tags:
2024-03-07 A propos
Intro to DSPy: Goodbye Prompting, Hello Programming! | by Leonie Monigatti | Feb, 2024 | Towards Data Science
Tags:
2024-03-01 A propos
Ravi Theja sur X : "𝐀𝐜𝐭𝐢𝐯𝐞𝐑𝐀𝐆: 𝐑𝐞𝐯𝐞𝐚𝐥𝐢𝐧𝐠 𝐭𝐡𝐞 𝐓𝐫𝐞𝐚𝐬𝐮𝐫𝐞𝐬 𝐨𝐟 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐯𝐢𝐚 𝐀𝐜𝐭𝐢𝐯𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠..."
Tags:
2024-02-25 A propos
bclavie/RAGatouille
Tags:
2024-01-26 A propos
Omar Khattab sur X : "...Let's use 30 lines of DSPy—without any hand-written prompts or any calls to OpenAI ($0)—to teach..."
Tags:
2024-01-01 A propos
Jerry Liu sur X : "An increasing use case in retrieval is... exploring entity relationships..."
Tags:
2023-12-09 A propos
[2311.07509] A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases
Tags:
2023-11-21 A propos
[2310.03025] Retrieval meets Long Context Large Language Models
Tags:
2023-10-07 A propos
Fine-tuning with Retrieval Augmentation - LlamaIndex
Tags:
2023-10-07 A propos
[2310.01352] RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Tags:
2023-10-07 A propos
Jerry Liu sur X : "seven full ways to query knowledge graphs with LLMs..."
Tags:
2023-09-30 A propos
[2309.15427] Graph Neural Prompting with Large Language Models
Tags:
2023-09-28 A propos
Inside DSPy: The New Language Model Programming Framework You Need… – Towards AI
Tags:
2023-09-06 A propos
Omar Khattab sur X : "Announcing 𝗗𝗦𝗣y..."
Tags:
2023-08-24 A propos
Knowledge Graph RAG Query Engine - LlamaIndex
Tags:
2023-08-17 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
GitHub - neo4j/NaLLM: Repository for the NaLLM project
Tags:
2023-08-14 A propos
Knowledge Graphs & LLMs: Fine-Tuning Vs. Retrieval-Augmented Generation | by Tomaz Bratanic | Neo4j Developer Blog (June 6 2023)
Tags:
2023-08-13 A propos
ML Blog - Improve ChatGPT with Knowledge Graphs
Tags:
2023-07-04 A propos
[2212.14024] Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
Tags:
2023-06-23 A propos
[2306.08302] Unifying Large Language Models and Knowledge Graphs: A Roadmap
Tags:
2023-06-18 A propos
Jerry Liu sur Twitter : "The DSP project carries a lot of insights for improving RAG..."
Tags:
2023-06-18 A propos
Retrieval-augmented LMs, and prompting
Tags:
2023-06-16 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
LangChain Retrieval Webinar - YouTube
Tags:
2023-05-27 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
[2304.02711] Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning
Tags:
2023-04-07 A propos
harley turan sur Twitter : "a force-directed knowledge graph interface for @OpenAI’s gpt-4..."
Tags:
2023-03-31 A propos
stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.
Tags:
2023-02-18 A propos
deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"
Tags:
2023-02-02 A propos
Akari Asai sur Twitter : "Can we solely rely on LLMs’ memories (eg replace search w ChatGPT)? Probably not... Our analysis shows how retrieval is complementary to LLMs’ parametric knowledge..."
Tags:
2022-12-21 A propos
[2207.06300] Re2G: Retrieve, Rerank, Generate
Tags:
2022-07-14 A propos
[2108.13934] Robust Retrieval Augmented Generation for Zero-shot Slot Filling
Tags:
2022-01-19 A propos
Hugging Face sur Twitter : "Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai!"
Tags:
2021-02-23 A propos
Retrieval Augmented Generation with Huggingface Transformers and Ray | Distributed Computing with Ray
Tags:
2021-02-11 A propos