1970:
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2402:
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288:
text extraction and manipulation; Python and JavaScript code generation, analysis, and debugging; Milvus vector database to store and retrieve vector embeddings; Weaviate vector database to cache embedding and data objects;
194:
tutorials, and meetups in San
Francisco and London. In April 2023, LangChain had incorporated and the new startup raised over $ 20 million in funding at a valuation of at least $ 200 million from venture firm
1631:
3190:
178:
project by
Harrison Chase, while working at machine learning startup Robust Intelligence. The project quickly garnered popularity, with improvements from hundreds of contributors on
1861:
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2438:
257:
154:(LLMs). As a language model integration framework, LangChain's use-cases largely overlap with those of language models in general, including document analysis and
1885:
1999:
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200:
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230:
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88:
1692:"Topic Modelling in production: Leveraging LangChain to move from ad-hoc Jupyter Notebooks to production modular service"
3360:
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73:
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As of March 2023, LangChain included integrations with systems including Amazon, Google, and
Microsoft Azure
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213:
In
October 2023 LangChain introduced LangServe, a deployment tool to host LCEL code as a production-ready
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3211:
2899:
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2667:
206:
In the third quarter of 2023, the LangChain
Expression Language (LCEL) was introduced, which provides a
143:
3129:
1862:"Azure Cognitive Search and LangChain: A Seamless Integration for Enhanced Vector Search Capabilities"
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306:
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1789:
1624:"AI startup LangChain taps Sequoia to lead funding round at a valuation of at least $ 200 million"
325:
website and SDK. As of April 2023, it can read from more than 50 document types and data sources.
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LangChain's developers highlight the framework's applicability to use-cases including
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documents, spreadsheets, and presentations summarization, extraction, and creation;
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cache database storage; Python
RequestsWrapper and other methods for API requests;
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https://python.langchain.com/docs/integrations/tools/google_cloud_texttospeech
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https://python.langchain.com/docs/integrations/tools/dalle_image_generator
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conversion and calendar operations; tracing and recording stack symbols in
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prompt generation support; finding and summarizing "todo" tasks in code;
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https://python.langchain.com/docs/integrations/tools/yahoo_finance_news
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3017:
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2894:
2794:
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993:
https://python.langchain.com/docs/integrations/tools/huggingface_tools
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https://python.langchain.com/docs/integrations/tools/e2b_data_analysis
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for question answering, combining documents, and question generation;
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https://python.langchain.com/docs/integrations/tools/semanticscholar
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https://python.langchain.com/docs/integrations/tools/eleven_labs_tts
533:
https://python.langchain.com/docs/integrations/tools/chatgpt_plugins
281:
273:
179:
1133:
https://python.langchain.com/docs/integrations/tools/openweathermap
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https://python.langchain.com/docs/integrations/tools/ionic_shopping
873:
https://python.langchain.com/docs/integrations/tools/google_scholar
793:
https://python.langchain.com/docs/integrations/tools/google_finance
1473:
https://python.langchain.com/docs/integrations/tools/wolfram_alpha
1393:
https://python.langchain.com/docs/integrations/tools/tavily_search
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https://python.langchain.com/docs/integrations/tools/stackexchange
1213:
https://python.langchain.com/docs/integrations/tools/reddit_search
933:
https://python.langchain.com/docs/integrations/tools/google_trends
913:
https://python.langchain.com/docs/integrations/tools/google_serper
893:
https://python.langchain.com/docs/integrations/tools/google_search
853:
https://python.langchain.com/docs/integrations/tools/google_places
373:
https://python.langchain.com/docs/integrations/tools/alpha_vantage
248:
for summarization, syntax and semantics checking, and execution of
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2170:
2165:
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1313:
https://python.langchain.com/docs/integrations/tools/searx_search
1273:
https://python.langchain.com/docs/integrations/tools/search_tools
1090:
Fine-tune LLM to memorize information using unsupervised learning
953:
https://python.langchain.com/docs/integrations/tools/gradio_tools
773:
https://python.langchain.com/docs/integrations/tools/google_drive
733:
https://python.langchain.com/docs/integrations/tools/golden_query
653:
https://python.langchain.com/docs/integrations/tools/edenai_tools
513:
https://python.langchain.com/docs/integrations/tools/brave_search
298:
290:
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https://python.langchain.com/docs/integrations/tools/sceneXplain
1013:
https://python.langchain.com/docs/integrations/tools/human_tools
833:
https://python.langchain.com/docs/integrations/tools/google_lens
813:
https://python.langchain.com/docs/integrations/tools/google_jobs
493:
https://python.langchain.com/docs/integrations/tools/bing_search
272:
web search; OpenAI, Anthropic, and
Hugging Face language models;
2986:
2032:
713:
https://python.langchain.com/docs/integrations/tools/filesystem
693:
https://python.langchain.com/docs/integrations/tools/exa_search
593:
https://python.langchain.com/docs/integrations/tools/dataforseo
302:
2420:
2051:
1741:"Introducing LangServe, the best way to deploy your LangChains"
1453:
https://python.langchain.com/docs/integrations/tools/wikipedia
1293:
https://python.langchain.com/docs/integrations/tools/searchapi
433:
https://python.langchain.com/docs/integrations/tools/awslambda
1433:
https://python.langchain.com/docs/integrations/tools/wikidata
1233:
https://python.langchain.com/docs/integrations/tools/requests
1093:
https://python.langchain.com/docs/integrations/tools/memorize
294:
214:
199:, a week after announcing a $ 10 million seed investment from
1513:
https://python.langchain.com/docs/integrations/tools/youtube
1353:
https://python.langchain.com/docs/integrations/tools/serpapi
1153:
https://python.langchain.com/docs/integrations/tools/polygon
1073:
https://python.langchain.com/docs/integrations/tools/lemonai
973:
https://python.langchain.com/docs/integrations/tools/graphql
553:
https://python.langchain.com/docs/integrations/tools/connery
1533:
https://python.langchain.com/docs/integrations/tools/zapier
1413:
https://python.langchain.com/docs/integrations/tools/twilio
1193:
https://python.langchain.com/docs/integrations/tools/python
1173:
https://python.langchain.com/docs/integrations/tools/pubmed
1113:
https://python.langchain.com/docs/integrations/tools/nuclia
473:
https://python.langchain.com/docs/integrations/tools/bearly
305:
support; Streamlit, including for logging; text mapping for
1886:"Best Alternative AI Content Strategies and LLM Frameworks"
1033:
https://python.langchain.com/docs/integrations/tools/ifttt
413:
https://python.langchain.com/docs/integrations/tools/arxiv
393:
https://python.langchain.com/docs/integrations/tools/apify
1654:"'Let 1,000 Flowers Bloom': A.I. Funding Frenzy Escalates"
453:
https://python.langchain.com/docs/integrations/tools/bash
2047:
2025:
613:
https://python.langchain.com/docs/integrations/tools/ddg
244:; API wrappers for news, movie information, and weather;
131:
1790:"Retrieval-augmented generation (RAG) | 🦜️🔗 Langchain"
284:
overlap scoring; PyPDF, pdfminer, fitz, and pymupdf for
1960:"Hierarchical topic tree of LangChain's integrations"
3204:
3148:
3077:
3010:
2882:
2782:
2775:
2729:
2693:
2636:
2512:
2452:
2356:
2289:
2238:
2231:
2198:
2191:
2138:
2085:
127:
115:
98:
84:
72:
46:
34:
24:
276:repair guides and wikis search and summarization;
16:Language model application development framework
2432:
2063:
1838:"Synthetic data generation | 🦜️🔗 Langchain"
174:LangChain was launched in October 2022 as an
8:
1601:. Birmingham: Packt Publishing. p. 83.
19:
2779:
2439:
2425:
2417:
2235:
2195:
2070:
2056:
2048:
332:
18:
1652:Griffith, Erin; Metz, Cade (2023-03-14).
1548:
1992:"Document Loaders — LangChain 0.0.142"
146:designed to simplify the creation of
7:
3277:Generative adversarial network (GAN)
1580:"Code Understanding Using LangChain"
1350:Search engine results page scraping
1622:Palazzolo, Stephanie (2023-04-13).
186:, lively activity on the project's
2151:Generative pre-trained transformer
1958:Hug, Daniel Patrick (2023-03-08).
14:
1814:"Summarization | 🦜️🔗 Langchain"
237:, and synthetic data generation.
210:way to define chains of actions.
79:github.com/langchain-ai/langchain
3315:
3314:
3294:
2401:
2400:
1690:Mansurova, Mariya (2023-10-30).
1518:Zapier Natural Language Actions
2002:from the original on 2023-04-18
1973:from the original on 2023-04-29
1716:"LangChain Expression Language"
1672:from the original on 2023-04-18
1634:from the original on 2023-04-18
3227:Recurrent neural network (RNN)
3217:Differentiable neural computer
1290:Query various search services
1270:Query various search services
1110:Indexing of unstructured data
990:Hugging Face models, datasets
231:retrieval-augmented generation
1:
3272:Variational autoencoder (VAE)
3232:Long short-term memory (LSTM)
2499:Computational learning theory
470:Remote Python code execution
410:Scientific papers, research
3252:Convolutional neural network
1766:"Chatbots | 🦜️🔗 Langchain"
1599:Generative AI with LangChain
830:Visual search, recognition
738:Google Cloud Text-to-Speech
3247:Multilayer perceptron (MLP)
1866:TECHCOMMUNITY.MICROSOFT.COM
3382:
3323:Artificial neural networks
3237:Gated recurrent unit (GRU)
2463:Differentiable programming
870:Scholarly article search
730:Natural language queries
570:Text-to-image generation
370:Financial data, analytics
256:subsystems and templates;
182:, trending discussions on
3290:
2656:Artificial neural network
2479:Automatic differentiation
2396:
1578:Buniatyan, Davit (2023).
1470:Computational knowledge
1138:Polygon Stock Market API
850:Location-based services
450:Shell environment access
390:Web scraping, automation
68:
53:0.1.16 / 11 April 2024
42:
2484:Neuromorphic engineering
2447:Differentiable computing
1450:Knowledge (XXG) access
1430:Structured data access
1310:Privacy-focused search
710:File system interaction
658:Eleven Labs Text2Speech
510:Privacy-focused search
458:Bearly Code Interpreter
3351:Artificial intelligence
3257:Residual neural network
2673:Artificial Intelligence
1370:Stack Exchange access
1330:Academic paper search
1170:Biomedical literature
1030:Web service automation
610:Privacy-focused search
558:Dall-E Image Generator
319:asynchronous subprocess
111:application development
1696:towardsdatascience.com
1597:Auffarth, Ben (2023).
430:Serverless computing
55:; 5 months ago
3356:Large language models
3212:Neural Turing machine
2800:Human image synthesis
1530:Workflow automation
1318:Semantic Scholar API
1070:Lemon AI interaction
950:Machine learning UIs
152:large language models
3303:Computer programming
3282:Graph neural network
2857:Text-to-video models
2835:Text-to-image models
2683:Large language model
2668:Scientific computing
2474:Statistical manifold
2469:Information geometry
2256:Sue Desmond-Hellmann
1996:python.langchain.com
1939:python.langchain.com
1915:python.langchain.com
1911:"Milvus — LangChain"
1842:python.langchain.com
1818:python.langchain.com
1794:python.langchain.com
1770:python.langchain.com
1410:Communication APIs
1390:Question answering
770:Google Drive access
590:SEO data, analytics
301:databases including
109:large language model
3361:Software frameworks
2649:In-context learning
2489:Pattern recognition
1478:Yahoo Finance News
1250:Model explanations
598:DuckDuckGo Search
334:
307:k-nearest neighbors
21:
3242:Echo state network
3130:JĂĽrgen Schmidhuber
2825:Facial recognition
2820:Speech recognition
2730:Software libraries
2232:Board of directors
1658:The New York Times
1150:Stock market data
618:E2B Data Analysis
353:Documentation URL
344:API key required?
341:Account required?
333:
105:Software framework
3338:
3337:
3100:Stephen Grossberg
3073:
3072:
2414:
2413:
2388:Microsoft Copilot
2352:
2351:
2348:
2347:
2139:Foundation models
1537:
1536:
978:HuggingFace Hub
258:few-shot learning
137:
136:
3373:
3328:Machine learning
3318:
3317:
3298:
3053:Action selection
3043:Self-driving car
2850:Stable Diffusion
2815:Speech synthesis
2780:
2644:Machine learning
2520:Gradient descent
2441:
2434:
2427:
2418:
2404:
2403:
2315:Holden Karnofsky
2276:Lawrence Summers
2236:
2196:
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2028:
2026:Official website
2011:
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1628:Business Insider
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1588:
1587:
1575:
1569:
1568:
1566:
1564:
1557:"Release 0.1.16"
1553:
1510:YouTube access
1438:Knowledge (XXG)
998:Human as a tool
518:ChatGPT Plugins
335:
63:
61:
56:
22:
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3380:
3376:
3375:
3374:
3372:
3371:
3370:
3341:
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3334:
3286:
3200:
3166:Google DeepMind
3144:
3110:Geoffrey Hinton
3069:
3006:
2932:Project Debater
2878:
2776:Implementations
2771:
2725:
2689:
2632:
2574:Backpropagation
2508:
2494:Tensor calculus
2448:
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2415:
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2266:Nicole Seligman
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1560:
1559:. 11 April 2024
1555:
1554:
1550:
1545:
1539:
1490:Financial news
1118:OpenWeatherMap
1038:Ionic Shopping
1018:IFTTT WebHooks
858:Google Scholar
790:Financial data
778:Google Finance
750:Text-to-speech
670:Text-to-speech
650:AI tools, APIs
358:Alpha Vantage
331:
329:LangChain tools
223:
197:Sequoia Capital
172:
64:
59:
57:
54:
35:Initial release
17:
12:
11:
5:
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3140:Ilya Sutskever
3137:
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3107:
3105:Demis Hassabis
3102:
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3095:Ian Goodfellow
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2678:Language model
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2628:Autoregression
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2606:Regularization
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2569:Loss functions
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2504:Inductive bias
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2110:GitHub Copilot
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2030:
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2016:
2013:
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1745:LangChain Blog
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1378:Tavily Search
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1230:HTTP requests
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1210:Reddit search
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1199:
1198:Reddit Search
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910:SERP scraping
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898:Google Serper
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321:runs; and the
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30:Harrison Chase
28:
15:
13:
10:
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6:
4:
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3205:Architectures
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3149:Organizations
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3085:Yoshua Bengio
3083:
3082:
3080:
3076:
3066:
3065:Robot control
3063:
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2982:Chinchilla AI
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2661:Deep learning
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2549:Hallucination
2547:
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2377:Deep Learning
2374:
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2301:
2298:
2297:Greg Brockman
2295:
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2292:
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2282:
2279:
2277:
2274:
2272:
2269:
2267:
2264:
2262:
2261:Paul Nakasone
2259:
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2254:
2252:
2251:Adam D'Angelo
2249:
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2237:
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2159:
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2027:
2022:
2021:
2017:
2001:
1997:
1993:
1987:
1984:
1972:
1968:
1961:
1954:
1951:
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1930:
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1720:langchain.dev
1717:
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1447:Open source
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1432:
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1427:Open source
1426:
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1417:
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1400:
1397:
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1367:Open source
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1357:
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1327:Open source
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1307:Open source
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1297:
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1267:Open source
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1247:Open source
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1227:Open source
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1212:
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1207:Open source
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1197:
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1190:Python shell
1189:
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1167:Open source
1166:
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1130:Weather data
1129:
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1123:
1120:
1117:
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1109:
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1103:
1100:
1097:
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1087:Open source
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987:Open source
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967:Open source
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947:Open source
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797:
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758:Google Drive
757:
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736:
732:
729:
726:
723:
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718:Golden Query
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716:
712:
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707:Open source
706:
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627:Open source
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607:Open source
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507:Open source
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498:Brave Search
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486:
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480:
477:
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469:
466:
463:
460:
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456:
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447:Open source
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407:Open Source
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389:
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323:Wolfram Alpha
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266:Google Search
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250:shell scripts
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242:cloud storage
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235:summarization
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190:server, many
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164:code analysis
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156:summarization
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133:
132:LangChain.com
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3171:Hugging Face
3135:David Silver
2783:Audio–visual
2637:Applications
2616:Augmentation
2461:
2382:
2363:
2339:Shivon Zilis
2303:Reid Hoffman
2223:Emmett Shear
2146:OpenAI Codex
2098:in education
2039:Langchain-ai
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1747:. 2023-10-12
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1722:. 2023-08-01
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1561:. Retrieved
1551:
1538:
1467:Proprietary
1238:SceneXplain
1178:Python REPL
1058:Lemon Agent
1010:Human input
970:API queries
927:Proprietary
887:Proprietary
867:Proprietary
847:Proprietary
827:Proprietary
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807:Proprietary
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787:Proprietary
767:Proprietary
747:Proprietary
698:File System
567:Proprietary
550:API actions
527:Proprietary
487:Proprietary
478:Bing Search
427:Proprietary
418:AWS Lambda
367:Proprietary
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239:
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224:
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212:
205:
173:
148:applications
139:
138:
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3319:Categories
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3038:OpenAI Five
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2333:Helen Toner
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2317:(2017–2021)
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2305:(2019–2023)
2299:(2017–2023)
2281:Bret Taylor
2218:Mira Murati
2115:OpenAI Five
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1287:Commercial
1147:Commercial
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1107:Commercial
1067:Commercial
1047:Commercial
1027:Commercial
930:Trend data
907:Commercial
810:Job search
727:Commercial
690:Web search
687:Commercial
678:Exa Search
667:Commercial
647:Commercial
587:Commercial
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3161:EleutherAI
3120:Fei-Fei Li
3115:Yann LeCun
3028:Q-learning
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2246:Sam Altman
2206:Sam Altman
2006:2023-04-18
1977:2023-04-18
1944:2024-01-17
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1920:2023-10-29
1896:2024-08-31
1871:2024-08-31
1847:2023-11-26
1823:2023-11-26
1799:2023-11-26
1775:2023-11-26
1751:2023-10-17
1726:2024-07-08
1701:2024-07-08
1676:2023-04-18
1638:2023-04-18
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1278:SearchApi
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3023:AlphaZero
2867:VideoPoet
2830:AlphaFold
2767:MindSpore
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2623:Diffusion
2599:Rectifier
2579:Batchnorm
2559:Attention
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2383:LangChain
2321:Elon Musk
2309:Will Hurd
2120:SearchGPT
1666:0362-4331
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3299:Portals
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1670:Archived
1632:Archived
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2742:PyTorch
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3176:OpenAI
3078:People
3048:MuZero
2910:Gemini
2905:Claude
2840:DALL-E
2752:Theano
2290:Former
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2079:OpenAI
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1890:Medium
1664:
1605:
398:ArXiv
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274:iFixit
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162:, and
150:using
89:Python
3262:Mamba
3033:SARSA
2997:LLaMA
2992:BLOOM
2977:GPT-J
2967:GPT-4
2962:GPT-3
2957:GPT-2
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1963:(PDF)
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2883:Text
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1603:ISBN
1565:2024
1524:Yes
1504:Yes
1484:Yes
1464:Yes
1404:Yes
1384:Yes
1344:Yes
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1144:Yes
1124:Yes
1104:Yes
1064:Yes
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1024:Yes
1007:N/A
924:Yes
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564:Yes
544:Yes
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484:Yes
464:Yes
424:Yes
421:Yes
384:Yes
364:Yes
317:and
303:JSON
297:and
268:and
246:Bash
107:for
100:Type
91:and
2927:NMT
2810:OCR
2805:HWR
2757:JAX
2711:VPU
2706:TPU
2701:IPU
2525:SGD
2041:on
1521:No
1501:No
1481:No
1461:No
1444:No
1441:No
1424:No
1421:No
1401:No
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1364:No
1361:No
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1264:No
1261:No
1244:No
1241:No
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1221:No
1204:No
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1184:No
1181:No
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1141:No
1121:No
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1041:No
1021:No
1004:No
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984:No
981:No
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944:No
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901:No
721:No
704:No
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661:No
641:No
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604:No
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561:No
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521:No
504:No
501:No
481:No
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361:No
295:SQL
215:API
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