LlamaIndex and More: Building LLM Tech with Jerry Liu
GraphStuff.FM: The Neo4j Graph Database Developer Podcast
Intro
A discussion with Jerry Liu on Llama Index's mission to provide tools for developers to integrate their language models with private data sources, focusing on core enterprise use cases and ongoing development of their open-source toolkit and enterprise product.
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- Tools of the Month:
- Remix for data-driven websites https://remix.run/
- HTTPie: https://httpie.io/cli
- Pypeteer https://github.com/pyppeteer/pyppeteer
- Rectangle https://rectangleapp.com/
- Fireflies.ai https://fireflies.ai/
- Video Speed Controller https://chromewebstore.google.com/detail/video-speed-controller/gioehmkjkeamcinbdelehlpnpdcdjpdp?pli=1
- Product updates:
- Neo4j release (5.15) https://neo4j.com/release-notes/database/neo4j-5/
- Neo4j Driver updates
- APOC Core https://github.com/neo4j/apoc/releases/tag/5.15.0
- GraphQL release (4.4.4) https://github.com/neo4j/graphql/releases
- Helm chart update (5.14.0) https://github.com/neo4j/helm-charts/releases/tag/5.14.0
- Several Neo4j Connectors updated
- Articles:
- Try Neo4j’s Next-Gen Graph-Native Store Format https://neo4j.com/developer-blog/neo4j-graph-native-store-format/
- Implementing Advanced Retrieval RAG Strategies with Neo4j https://neo4j.com/developer-blog/advanced-rag-strategies-neo4j/
- Introducing Deno Runtime to the Neo4j Driver for Javascript https://neo4j.com/developer-blog/deno-runtime-neo4j-driver-javascript/
- Using a Knowledge Graph to Implement a DevOps RAG Application https://neo4j.com/developer-blog/knowledge-graph-devops-rag-application/
- Convenient Neo4j Integration Tests in Github Actions Using the Aura CLI https://neo4j.com/developer-blog/neo4j-integration-tests-github-actions-aura-cli/
- Neo4j x LangChain: Deep Dive Into the New Vector Index Implementation https://neo4j.com/developer-blog/neo4j-langchain-vector-index-implementation/
- Videos:
- RAG with a Neo4j Knowledge Graph: How it Works and How to Set It Up https://www.youtube.com/watch?v=ftlZ0oeXYRE
- NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
- Events:
- (Jan 4) YouTube series (virtual): Going Meta Ep 24 https://neo4j.com/event/going-meta-a-series-on-graphs-semantics-and-knowledge-episode-24/
- (Jan 10) Meetup (Austin, TX and virtual): Airplane Route Optimization Using Neo4j’s Graph Database https://neo4j.com/event/airplane-route-optimization-using-neo4js-graph-database/
- (Jan 10) Webinar (virtual): Neo4j: 2024 Trends: What Data and Analytics Leaders Need to Know - Asia https://neo4j.com/event/neo4j-2024-trends-what-data-and-analytics-leaders-need-to-know-asia-pacific-jan-11/
- (Jan 11) Webinar (virtual): Neo4j: 2024 Trends: What Data and Analytics Leaders Need to Know - Europe https://neo4j.com/event/neo4j-2024-trends-what-data-and-analytics-leaders-need-to-know-europe-jan-11/
- (Jan 11) Webinar (virtual): Neo4j: 2024 Trends: What Data and Analytics Leaders Need to Know - Americas https://neo4j.com/event/neo4j-2024-trends-what-data-and-analytics-leaders-need-to-know-jan-11/
- (Jan 17) Webinar (virtual): O’Reilly Media: Generative AI for Healthcare https://neo4j.com/event/oreilly-media-generative-ai-for-healthcare-jan-17/
- (Jan 22) Webinar (virtual): Neo4j: Building More Accurate GenAI Chatbots: A Technical Guide - Asia https://neo4j.com/event/neo4j-building-more-accurate-genai-chatbots-a-technical-guide-asia-pacific-jan-23/
- (Jan 23) Webinar (virtual): Neo4j: Building More Accurate GenAI Chatbots: A Technical Guide - Europe https://neo4j.com/event/neo4j-building-more-accurate-genai-chatbots-a-technical-guide-europe-jan-23/
- (Jan 23) Webinar (virtual): Neo4j: Building More Accurate GenAI Chatbots: A Technical Guide - Americas https://neo4j.com/event/neo4j-building-more-accurate-genai-chatbots-a-technical-guide-jan-23/
- (Jan 25) YouTube series (virtual): Neo4j Live: Building a Semantics-Based Recommender System for ESG Documents https://neo4j.com/event/neo4j-live-building-a-semantics-based-recommender-system-for-esg-documents/
- (Jan 25) Conference (Bristol, UK): GraphTalk Government https://neo4j.com/event/graphtalk-government/
- (Jan 31) Meetup (London, UK): LLM + Knowledge Graph FTW https://neo4j.com/event/llm-knowledge-graph-ftw/
- (Jan 31) Meetup: Cloud-Native Geospatial Analytics Combining Spatial SQL & Graph Data Science https://neo4j.com/event/cloud-native-geospatial-analytics-combining-spatial-sql-graph-data-science/
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