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Kandungan disediakan oleh Neo4j, Inc, William Lyon, and Jason Koo. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Neo4j, Inc, William Lyon, and Jason Koo atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
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GenAI solutions with LangChain: Lance Martin on LLMs, agents, evals, and more!
MP3•Laman utama episod
Manage episode 398628480 series 2896282
Kandungan disediakan oleh Neo4j, Inc, William Lyon, and Jason Koo. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Neo4j, Inc, William Lyon, and Jason Koo atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
- Tools of the Month:
- Streamlit https://streamlit.io/
- Ollama https://ollama.ai/
- Git https://git-scm.com/
- Speaker Resources:
- LLMs as kernel of a new kind of OS https://twitter.com/karpathy/status/1707437820045062561?s=20
- LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353
- Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14
- Motivation for graph RAG https://www.glean.com/blog/how-to-build-an-ai-assistant-for-the-enterprise
- Evaluation https://docs.smith.langchain.com/category/testing--evaluation
- Articles:
- Why Vector Search Didn’t Work for Your RAG Solution? https://neo4j.com/developer-blog/why-vector-search-didnt-work-rag/
- YouTube Transcripts Into Knowledge Graphs for RAG Applications https://medium.com/neo4j/youtube-transcripts-knowledge-graphs-for-rag-applications-2cc790543d4b
- NeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards https://medium.com/neo4j/neodash-2-4-unleashing-the-power-of-neo4j-graph-dashboards-52766f0188dc
- Building a Graph+LLM Powered RAG Application from PDF Documents https://medium.com/neo4j/building-a-graph-llm-powered-rag-application-from-pdf-documents-24225a5baf01
- Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis https://medium.com/neo4j/unlocking-dags-in-neo4j-from-basics-to-critical-path-analysis-792cc8a04ff1
- Videos:
- Events:
- (Feb 5) Conference (Stockholm, Sweden): JFokus https://neo4j.com/event/jfokus-2024/
- (Feb 8) Meetup (Kansas City, MO): Improved Results with Vector Search in Knowledge Graphs https://neo4j.com/event/improved-results-with-vector-search-in-knowledge-graphs/
- (Feb 13) Meetup (Brisbane, Australia): Graph Database Brisbane https://neo4j.com/event/graph-database-brisbane-meetup-feb-edition/
- (Feb 21) Meetup (virtual): Hallucination-Free Zone: LLMs + Graph Databases Got Your Back! https://neo4j.com/event/hallucination-free-zone-llms-graph-databases-got-your-back/
- (Feb 22) Conference (London, UK): GraphSummit London https://neo4j.com/event/graphsummit-london-feb24/
- (Feb 22) Conference (San Francisco, CA): DeveloperWeek https://neo4j.com/event/developerweek/
- (Feb 23) Meetup (Bangalore, India): Hands-on workshop on GenAI Stack https://neo4j.com/event/hands-on-workshop-on-gen-ai-stack/
- (Feb 28) Conference (Amsterdam, Netherlands): DevWorld 2024 https://neo4j.com/event/devworld-2024/
27 episod
MP3•Laman utama episod
Manage episode 398628480 series 2896282
Kandungan disediakan oleh Neo4j, Inc, William Lyon, and Jason Koo. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Neo4j, Inc, William Lyon, and Jason Koo atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
- Tools of the Month:
- Streamlit https://streamlit.io/
- Ollama https://ollama.ai/
- Git https://git-scm.com/
- Speaker Resources:
- LLMs as kernel of a new kind of OS https://twitter.com/karpathy/status/1707437820045062561?s=20
- LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353
- Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14
- Motivation for graph RAG https://www.glean.com/blog/how-to-build-an-ai-assistant-for-the-enterprise
- Evaluation https://docs.smith.langchain.com/category/testing--evaluation
- Articles:
- Why Vector Search Didn’t Work for Your RAG Solution? https://neo4j.com/developer-blog/why-vector-search-didnt-work-rag/
- YouTube Transcripts Into Knowledge Graphs for RAG Applications https://medium.com/neo4j/youtube-transcripts-knowledge-graphs-for-rag-applications-2cc790543d4b
- NeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards https://medium.com/neo4j/neodash-2-4-unleashing-the-power-of-neo4j-graph-dashboards-52766f0188dc
- Building a Graph+LLM Powered RAG Application from PDF Documents https://medium.com/neo4j/building-a-graph-llm-powered-rag-application-from-pdf-documents-24225a5baf01
- Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis https://medium.com/neo4j/unlocking-dags-in-neo4j-from-basics-to-critical-path-analysis-792cc8a04ff1
- Videos:
- Events:
- (Feb 5) Conference (Stockholm, Sweden): JFokus https://neo4j.com/event/jfokus-2024/
- (Feb 8) Meetup (Kansas City, MO): Improved Results with Vector Search in Knowledge Graphs https://neo4j.com/event/improved-results-with-vector-search-in-knowledge-graphs/
- (Feb 13) Meetup (Brisbane, Australia): Graph Database Brisbane https://neo4j.com/event/graph-database-brisbane-meetup-feb-edition/
- (Feb 21) Meetup (virtual): Hallucination-Free Zone: LLMs + Graph Databases Got Your Back! https://neo4j.com/event/hallucination-free-zone-llms-graph-databases-got-your-back/
- (Feb 22) Conference (London, UK): GraphSummit London https://neo4j.com/event/graphsummit-london-feb24/
- (Feb 22) Conference (San Francisco, CA): DeveloperWeek https://neo4j.com/event/developerweek/
- (Feb 23) Meetup (Bangalore, India): Hands-on workshop on GenAI Stack https://neo4j.com/event/hands-on-workshop-on-gen-ai-stack/
- (Feb 28) Conference (Amsterdam, Netherlands): DevWorld 2024 https://neo4j.com/event/devworld-2024/
27 episod
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