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TrustGraph
United States
เข้าร่วมเมื่อ 28 ส.ค. 2024
Connect Data Silos with Explainable AI
Is Math the Language of Knowledge?
The CTO and Cofounder of FalkorDB, Roi Lipman, describes how to model knowledge graphs with linear algebra and how it will impact RAG and explainability with LLMs. Is matrix multiplication the most effective way to query knowledge? Is Cypher or GQL the future of query languages?
Topics:
00:00 Intros
07:03 A different way of storing knowledge with FalkorDB
11:15 GraphBLAS
13:10 Sparse Matrices and Zeroes
17:35 Connecting linear algebra to Cypher
21:32 Semantic search and HNSW
26:04 Latency and knowledge graph queries
30:20 "The lack of explainability is disturbing"
34:18 Hybrid RAG systems
37:46 The focus will be on GraphRAG
🔗 FalkorDB Links:
➡️ Website: www.falkordb.com/
➡️ GitHub: github.com/FalkorDB/FalkorDB
➡️ X/Twitter: x.com/falkordb
➡️ LinkedIn: www.linkedin.com/company/falkordb/
➡️ Edges, GraphBLAS, spare matrices: www.falkordb.com/blog/edges-in-falkordb/
🔗 TrustGraph Links:
➡️ GitHub: github.com/trustgraph-ai/trustgraph
➡️ TrustGraph Config UI: config-ui.demo.trustgraph.ai/
➡️ Website: trustgraph.ai/
➡️ Discord: discord.gg/sQMwkRz5GX
➡️ Bluesky: bsky.app/profile/trustgraph.bsky.social
➡️ Blog: blog.trustgraph.ai
➡️ LinkedIn: www.linkedin.com/company/trustgraph/
Topics:
00:00 Intros
07:03 A different way of storing knowledge with FalkorDB
11:15 GraphBLAS
13:10 Sparse Matrices and Zeroes
17:35 Connecting linear algebra to Cypher
21:32 Semantic search and HNSW
26:04 Latency and knowledge graph queries
30:20 "The lack of explainability is disturbing"
34:18 Hybrid RAG systems
37:46 The focus will be on GraphRAG
🔗 FalkorDB Links:
➡️ Website: www.falkordb.com/
➡️ GitHub: github.com/FalkorDB/FalkorDB
➡️ X/Twitter: x.com/falkordb
➡️ LinkedIn: www.linkedin.com/company/falkordb/
➡️ Edges, GraphBLAS, spare matrices: www.falkordb.com/blog/edges-in-falkordb/
🔗 TrustGraph Links:
➡️ GitHub: github.com/trustgraph-ai/trustgraph
➡️ TrustGraph Config UI: config-ui.demo.trustgraph.ai/
➡️ Website: trustgraph.ai/
➡️ Discord: discord.gg/sQMwkRz5GX
➡️ Bluesky: bsky.app/profile/trustgraph.bsky.social
➡️ Blog: blog.trustgraph.ai
➡️ LinkedIn: www.linkedin.com/company/trustgraph/
มุมมอง: 109
วีดีโอ
Knowledge Graph Apalooza!
มุมมอง 21812 ชั่วโมงที่ผ่านมา
The Co-founder and CTO of Memgraph, Marko Budiselić, joins us to talk all things knowledge graphs, evaluation metrics for AI, and whether or not AI can be considered AGI if it's not a cyber-physical system. Topics: 0:00:00 Intros 0:04:10 "Knowledge" vs. "Data" 0:07:15 Lateral thinking and interpretation 0:10:48 Datastores, Databases, Data Lakes, and Data Warehouses 0:13:55 "Knowledge graph" is ...
The 2024 State of AI Regulations
มุมมอง 19021 ชั่วโมงที่ผ่านมา
Taking a break from data engineering and RAG, Daniel spoke with Rick Borden, an attorney from Frankfurt Kurnit Klein & Selz, on the state of AI regulations in 2024. Is it really the wild west in enterprise contracts around AI now? How do AI innovators navigate through these chaotic times? Which sci-fi book most accurately described the current state of AI? And will quantum computers make everyt...
How-to Launch Agents with TrustGraph
มุมมอง 90หลายเดือนก่อน
With release 0.15.6, TrustGraph is now a fully agentic system. Build custom tools that can launch a ReAct Agent Flow using a sequence of custom GraphRAG queries and text completion tasks. 🔗 Links: ➡️ GitHub: github.com/trustgraph-ai/trustgraph ➡️ TrustGraph Config UI: config-ui.demo.trustgraph.ai/ ➡️ Website: trustgraph.ai/ ➡️ Discord: discord.gg/sQMwkRz5GX ➡️ Blog: blog.trustgraph.ai ➡️ Linked...
The Future of Agentic Systems
มุมมอง 455หลายเดือนก่อน
The founders of TrustGraph, Daniel Davis and Mark Adams, discuss their journeys with big data, knowledge graphs, and data engineering. Knowledge graphs are hard to learn - no matter what Mark says, and he gives everyone a crash course on them, why querying graphs is tricky, and what makes for reliable data services. The conversation ends with a discussion of what makes for "explainable AI" and ...
How-to Launch TrustGraph Tutorial
มุมมอง 61หลายเดือนก่อน
Step-by-step guide for how to launch TrustGraph using a YAML file built with the Configuration UI and a file downloaded directly from the TrustGraph GitHub repo. 0:00 Tutorial 0:20 Install the TrustGraph CLI 0:59 Inspect the Config UI files 1:23 Inspect the docker-compose.yaml file 2:35 Launching the 1st TrustGraph configuration 4:45 Inspect the files downloaded from the repo 5:45 Inspect the t...
How-to Use the TrustGraph Config UI Tutorial
มุมมอง 126หลายเดือนก่อน
How-to Use the TrustGraph Config UI Tutorial
Still Trying to Understand What LLM Temperature Actually Means
มุมมอง 225หลายเดือนก่อน
Still Trying to Understand What LLM Temperature Actually Means
TrustGraph: Unleash the Power of GraphRAG
มุมมอง 1183 หลายเดือนก่อน
TrustGraph: Unleash the Power of GraphRAG
Tell me more!
@@youandainews check out the full discussion here 👉 th-cam.com/video/eRbVfXbWEsw/w-d-xo.html
Thanks for having us on the show!
Absolutely! Thanks for all the insights on different approaches to storing knowledge!
Interesting 🤨
😂
AGENTIC going to be word of the century! ❤👍
Another great tool in the AI tool box, thanks! #AiAgent #GenAI #GraphRag #📠🎰🔨⚒🛠🔫
Thanks for the shoutout!
Thanks for watching! We've had several people mention FalkorDB to us, would love to chat more!
It's ASI in progress
In addition, loved the insights on 'explainable AI'-so critical as agentic systems scale. How do we strike the right balance between explainability and the complexity of autonomous architectures.
The discussion on 'scalable and reliable infrastructure' was so insightful. Do you think the industry has a clear path to making Knowledge Graphs production-ready at scale, or are we still in the experimental phase.
Great tutorial!😊
With any cutting-edge technology, we tend to overhype and underhype it at the same time
🔥
Great discussion on the current landscape of RAG.
Thanks for watching!
Fantastic indepth discussion. And some proper opinions expressed which is always refreshing.
Glad you enjoyed it! We plan on adding a lot more long form content like this!
😊 #AIAgent #AI #GenAI #Startup #GraphRag
This video was fantastic! I appreciate the clear explanations and visuals. Keep up the great work! #GraphRag #AIAgent #AI #GenAI #Startup
Looks awesome! Can't wait to try the new Config UI! 🚀 #GraphRag #AIAgent #AI #GenAI #Startup
Awesome! I’m looking forward to the channel 🎉 #GraphRag #AIAgent #AI #GenAI #Startup
Yay! Thank you!