From f3e04d26890046e82fa5a5f7420519a0a5e39191 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Fri, 22 Mar 2024 17:42:25 +0100 Subject: [PATCH 1/6] Added docs --- docs/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/index.md b/docs/index.md index e97a6a63..34ad1da0 100644 --- a/docs/index.md +++ b/docs/index.md @@ -33,7 +33,7 @@ We leverage Neo4j to do the heavy lifting and dlt to load the data, and we've bu ``` -pip install -U cognee +pip install -U cognee["weaviate"] ``` Set OpenAI API Key as an environment variable From 4a1d20733aaba300eec463621e91f4fc4f020e96 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Sun, 24 Mar 2024 10:47:58 +0100 Subject: [PATCH 2/6] Added docs --- docs/Research.md | 55 ++++++++++++++++++++++++++++++++++++++++++++++++ mkdocs.yml | 1 + 2 files changed, 56 insertions(+) create mode 100644 docs/Research.md diff --git a/docs/Research.md b/docs/Research.md new file mode 100644 index 00000000..214a1f50 --- /dev/null +++ b/docs/Research.md @@ -0,0 +1,55 @@ +# Research + +The page is dedicated to collecting all research that was collected in the past one year from various sources. + +This is not an exhaustive list, and any PRs would be welcome + +### Research Papers + +- [2015/07/30] [Multilayer Network of Language](https://arxiv.org/abs/1507.08539) +- [2023/12/12] [Dense X Retrieval: What Retrieval Granularity Should We Use?](https://arxiv.org/pdf/2312.06648.pdf) +- [2024/01/05] [Retrieval-Augmented Generation for Large Language Models: A Survey](https://arxiv.org/pdf/2312.10997.pdf) +- [2022/10/20] [Cognitive modelling with multilayer networks: Insights, advancements and future challenges](https://arxiv.org/pdf/2210.00500.pdf) +- [2023/09/20] CoAla framework and relevant literature [literature](https://github.com/ysymyth/awesome-language-agents) +- [2023/06/09] [Mind2Web: Towards a Generalist Agent for the Web](https://arxiv.org/pdf/2306.06070.pdf), Xiang Deng, et al. [[code]](https://github.com/OSU-NLP-Group/Mind2Web) [[demo]](https://osu-nlp-group.github.io/Mind2Web/) +- [2023/06/28] AI Agents in Langchain [https://docs.google.com/presentation/d/1L_CHsg26sDxPmKj285Ob5T2xsAUejBlfiGQSnsSHTk0/edit#slide=id.g254e571859c_0_164](https://docs.google.com/presentation/d/1L_CHsg26sDxPmKj285Ob5T2xsAUejBlfiGQSnsSHTk0/edit#slide=id.g254e571859c_0_164) +- [2023/06/27] Agent infra [https://lilianweng.github.io/posts/2023-06-23-agent/](https://lilianweng.github.io/posts/2023-06-23-agent/) +- [2023/06/05] [Orca: Progressive Learning from Complex Explanation Traces of GPT-4](https://arxiv.org/pdf/2306.02707.pdf), Subhabrata Mukherjee et al. +- [2023/05/25] 📚[Voyager: An Open-Ended Embodied Agent with Large Language Models](https://arxiv.org/pdf/2305.16291.pdf), Guanzhi Wang, et al. [[code]](https://github.com/MineDojo/Voyager) [[website]](https://voyager.minedojo.org/), Shishir G. Patil, et al. +- [2023/05/24] 📚[Gorilla: Gorilla: Large Language Model Connected with Massive APIs](https://arxiv.org/abs/2305.15334) +- [2023/05/17] 📚[Tree of Thoughts: Deliberate Problem Solving with Large Language Models](https://arxiv.org/abs/2305.10601), Shunyu Yao, et al.[[code]](https://github.com/kyegomez/tree-of-thoughts) [[code-orig]](https://github.com/ysymyth/tree-of-thought-llm) +- [2023/05/12] 📚[MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers](https://arxiv.org/abs/2305.07185), Lili Yu, et al. +- [2023/05/09] 📚[FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance](https://arxiv.org/abs/2305.05176), Lingjiao Chen, et al. +- [2023/05/01] 📚[Learning to Reason and Memorize with Self-Notes](https://arxiv.org/abs/2305.00833), Jack Lanchantin, et al. +- [2023/04/24] 📚[WizardLM: Empowering Large Language Models to Follow Complex Instructions](https://arxiv.org/abs/2304.12244), Can Xu, et al. +- [2023/04/22] 📚[LLM+P: Empowering Large Language Models with Optimal Planning Proficiency](https://arxiv.org/abs/2304.11477), Bo Liu, et al. +- [2023/04/07] 📚[Generative Agents: Interactive Simulacra of Human Behavior](https://arxiv.org/abs/2304.03442), Joon Sung Park, et al. [[code]](https://github.com/mkturkcan/generative-agents) +- [2023/03/30] [Self-Refine: Iterative Refinement with Self-Feedback](https://arxiv.org/abs/2303.17651), Aman Madaan, et al.[[code]](https://github.com/madaan/self-refine) +- [2023/03/30] [HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace](https://arxiv.org/pdf/2303.17580.pdf), Yongliang Shen, et al. [[code]](https://github.com/microsoft/JARVIS) [[demo]](https://huggingface.co/spaces/microsoft/HuggingGPT) +- [2023/03/20] [Reflexion: Language Agents with Verbal Reinforcement Learning](https://arxiv.org/pdf/2303.11366.pdf), Noah Shinn , et al. [[code]](https://github.com/noahshinn024/reflexion) +- [2023/02/23] 📚[Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection](https://arxiv.org/abs/2302.12173), Sahar Abdelnab, et al. +- [2023/02/09] 📚[Toolformer: Language Models Can Teach Themselves to Use Tools](https://arxiv.org/pdf/2302.04761.pdf), Timo Schick, et al. [[code]](https://github.com/lucidrains/toolformer-pytorch) +- [2022/12/12] 📚[LMQL: Prompting Is Programming: A Query Language for Large Language Models](https://arxiv.org/abs/2212.06094), Luca Beurer-Kellner, et al. +- [2022/10/06] [ReAct: Synergizing Reasoning and Acting in Language Models](https://arxiv.org/pdf/2210.03629.pdf), Shunyu Yao, et al. [[code]](https://github.com/ysymyth/ReAct) +- [2022/07/12] 📚[Inner Monologue: Embodied Reasoning through Planning with Language Models](https://arxiv.org/pdf/2207.05608.pdf), Wenlong Huang, et al. [[demo]](https://innermonologue.github.io/) +- [2022/04/04] [Do As I Can, Not As I Say: Grounding Language in Robotic Affordances](https://github.com/Significant-Gravitas/Nexus/wiki/Awesome-Resources), Michael Ahn, e al. [[demo]](https://say-can.github.io/) +- [2021/12/17] [WebGPT: Browser-assisted question-answering with human feedback](https://arxiv.org/pdf/2112.09332.pdf), Reiichiro Nakano, et al. +- [2021/06/17] 📚[LoRA: Low-Rank Adaptation of Large Language Models](https://arxiv.org/abs/2106.09685), Edward J. Hu, et al. +- [2023/04/03] [Generative Agents](https://arxiv.org/abs/2304.03442) +- [2023/05/17] [Three of thought: Deliberate Problem Solving with Large Language Mode](https://arxiv.org/abs/2305.10601)ls + +### Blog Articles + +- [2023/04/29] [AUTO-GPT: UNLEASHING THE POWER OF AUTONOMOUS AI AGENTS](https://www.leewayhertz.com/autogpt/) By Akash Takyar +- [2023/04/20] [Conscious Machines: Experiments, Theory, and Implementations(Chinese)](https://pattern.swarma.org/article/230) By Jiang Zhang +- [2023/04/18] [Autonomous Agents & Agent Simulations](https://blog.langchain.dev/agents-round/) By Langchain +- [2023/04/16] [4 Autonomous AI Agents you need to know](https://towardsdatascience.com/4-autonomous-ai-agents-you-need-to-know-d612a643fa92) By Sophia Yang +- [2023/03/31] [ChatGPT that learns to use tools](https://zhuanlan.zhihu.com/p/618448188) By Haojie Pan + +### Talks + +- [2023/06/05] [Two Paths to Intelligence](https://www.youtube.com/watch?v=rGgGOccMEiY&t=1497s) by Geoffrey Hinton +- [2023/05/24] [State of GPT](https://www.youtube.com/watch?v=bZQun8Y4L2A) by Andrej Karpathy | OpenAI +- [2024/03/15] Podcast on AI, Memory by Bill Gurley + +[Resources in Serbian](https://www.notion.so/Resources-in-Serbian-d03d9de0d5fa450b9793546c266e86c5?pvs=21) \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index b051ca7b..9f14b597 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -128,4 +128,5 @@ nav: - Multilayer graph network: 'concepts/multilayer_graph_networks.md' - Data models: 'concepts/graph_data_models.md' - LLM structured Outputs: "concepts/llm_structured_outputs.md" + - Research: "research.md" From f1d24c7e1491083f03ba6e74db0fc56b6df07cf3 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Sun, 24 Mar 2024 10:54:26 +0100 Subject: [PATCH 3/6] Added docs --- docs/{Research.md => research.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename docs/{Research.md => research.md} (100%) diff --git a/docs/Research.md b/docs/research.md similarity index 100% rename from docs/Research.md rename to docs/research.md From 118d7aafcfc27135d3616df34df44268e900e178 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Sun, 24 Mar 2024 10:57:34 +0100 Subject: [PATCH 4/6] Added docs --- mkdocs.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mkdocs.yml b/mkdocs.yml index 9f14b597..ce967f2e 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -128,5 +128,5 @@ nav: - Multilayer graph network: 'concepts/multilayer_graph_networks.md' - Data models: 'concepts/graph_data_models.md' - LLM structured Outputs: "concepts/llm_structured_outputs.md" - - Research: "research.md" + - Research: "research.md" From 222acc3cf8f9e0e0cd7b77b6734704d038cb34bd Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Sun, 24 Mar 2024 11:04:26 +0100 Subject: [PATCH 5/6] Added docs --- docs/research.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/docs/research.md b/docs/research.md index 214a1f50..41f0b156 100644 --- a/docs/research.md +++ b/docs/research.md @@ -6,6 +6,7 @@ This is not an exhaustive list, and any PRs would be welcome ### Research Papers +- [2024/03/24] [Compound AI systems] (https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems/) - [2015/07/30] [Multilayer Network of Language](https://arxiv.org/abs/1507.08539) - [2023/12/12] [Dense X Retrieval: What Retrieval Granularity Should We Use?](https://arxiv.org/pdf/2312.06648.pdf) - [2024/01/05] [Retrieval-Augmented Generation for Large Language Models: A Survey](https://arxiv.org/pdf/2312.10997.pdf) @@ -51,5 +52,3 @@ This is not an exhaustive list, and any PRs would be welcome - [2023/06/05] [Two Paths to Intelligence](https://www.youtube.com/watch?v=rGgGOccMEiY&t=1497s) by Geoffrey Hinton - [2023/05/24] [State of GPT](https://www.youtube.com/watch?v=bZQun8Y4L2A) by Andrej Karpathy | OpenAI - [2024/03/15] Podcast on AI, Memory by Bill Gurley - -[Resources in Serbian](https://www.notion.so/Resources-in-Serbian-d03d9de0d5fa450b9793546c266e86c5?pvs=21) \ No newline at end of file From 1a4ed58288d17d385b1e28ea7062cf0870d0249f Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Sun, 24 Mar 2024 11:09:04 +0100 Subject: [PATCH 6/6] Added docs --- mkdocs.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mkdocs.yml b/mkdocs.yml index ce967f2e..9b7bc84b 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -2,7 +2,7 @@ site_name: cognee site_author: Vasilije Markovic site_description: desc repo_name: cognee -repo_url: https://topoteretes.github.io/cognee +repo_url: https://github.com/topoteretes/cognee site_url: https://www.congee.ai edit_uri: edit/main/docs/ copyright: Copyright © 2024 cognee