DKG Copilot
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About DKG Copilot
AI research copilot designed to retrieve, analyze, and manage scientific papers utilizing OriginTrail Decentrailized Knowledge Graph (DKG).
February 12,2024
Information
- GPTs Creator Milos Kotlar
- Categories Research
- GPT Updated February 12,2024
- Updated June 03,2024
Capabilities
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- OpenAI‘s GPT Store Public
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DKG Copilot
By Milos Kotlar
DKG Copilot is inactive right now!
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Research
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How many papers exist in the @dkg corpus?
Can you retrieve the top 10 papers (including abstracts) from Computer Science field ordered by publication date? Then, based on retrieved abstracts, perform a similarity search with KMeans algorithm (k=3). You can shorten abstracts to 128 characters each to avoid timeouts.
What are the top 10 research fields from the corpus based on citation count?
Retrieve citation count per year and research field, for the past 20 years for Mathematics, Medicine, and Computer Science. Then, predict citation count per year and research field for the next 3 years using linear regression.
Message ChatGPT
What Can DKG Copilot Do with ChatGPT?
This Gpts for researchers and academics can do retrieve, analyze, and manage information about scientific papers, assist in SPARQL query generation, perform similarity searches, and predict citation counts.
1. Function Calls
| Field | Value |
|---|---|
| action_id | g-125cc2377ab9904735559ca401b61d244c3f9ba3 |
| domain | copilot-beta.chatdkg.ai |
| json_schema | {"openapi"=>"3.1.0", "info"=>{"title"=>"DKG Copilot for scientific research", "description"=>"AI-powered copilot designed to retrieve, analyze, and manage information about scientific papers utilizing OriginTrail Decentrailized Knowledge Graph (DKG).", "version"=>"v1.0.0"}, "servers"=>[{"url"=>"https://copilot-beta.chatdkg.ai"}], "paths"=>{"/ask"=>{"post"=>{"description"=>"Get assets from the DKG based on natural language question", "operationId"=>"askQuestion", "requestBody"=>{"content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"question"=>{"type"=>"string", "description"=>"Natural language question"}, "entities"=>{"type"=>"array", "items"=>{"type"=>"string"}, "description"=>"Array of entities extracted from natural language question"}, "relations"=>{"type"=>"array", "items"=>{"type"=>"string"}, "description"=>"Array of relations extracted from natural language question"}, "repository"=>{"type"=>"int", "description"=>"1=SemanticScholar repository (default); 2=Arxiv repository; 0=Both repositories"}, "scholarlyArticleSparqlQuery"=>{"type"=>"string", "description"=>"Generated SPARQL query based on initially provided ScholarlyArticle ontology and natural language question"}, "arxivSparqlQuery"=>{"type"=>"string", "description"=>"Generated SPARQL query based on initially provided Arxiv ontology and natural language question"}}, "required"=>["question", "entities", "relations", "repository", "scholarlyArticleSparqlQuery", "arxivSparqlQuery"]}}}}, "responses"=>{"200"=>{"description"=>"OK", "content"=>{"application/json"=>{"schema"=>{"$ref"=>"#/components/schemas/askQuestionResponse"}}}}}}}, "/kmeans"=>{"post"=>{"description"=>"Endpoint for KMeans clustering", "operationId"=>"kmeans", "requestBody"=>{"required"=>true, "content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"X"=>{"type"=>"array", "items"=>{"type"=>"string"}, "description"=>"Array of strings (abstracts) for clustering"}, "k"=>{"type"=>"number", "description"=>"Number of clusters. Default is 2."}}, "required"=>["X", "k"]}}}}, "responses"=>{"200"=>{"description"=>"Number of data per clusters", "content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"clusters"=>{"type"=>"array", "items"=>{"type"=>"integer"}}}}}}}}}}, "/linear_regression"=>{"post"=>{"description"=>"Endpoint for linear regression", "operationId"=>"linearRegression", "requestBody"=>{"required"=>true, "content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"X"=>{"type"=>"array", "items"=>{"type"=>"number"}, "description"=>"X for regression"}, "y"=>{"type"=>"array", "items"=>{"type"=>"number"}, "description"=>"y for regression"}, "predict_data"=>{"type"=>"array", "items"=>{"type"=>"number"}, "description"=>"predict_data for regression"}}, "required"=>["X", "y", "predict_data"]}}}}, "responses"=>{"200"=>{"description"=>"Predictions from regression", "content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"predictions"=>{"type"=>"array", "items"=>{"type"=>"number"}}}}}}}}}}, "/vector_search"=>{"post"=>{"description"=>"Endpoint for vector search", "operationId"=>"vectorSearch", "requestBody"=>{"required"=>true, "content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"question"=>{"type"=>"string", "description"=>"User query for similarity search"}}, "required"=>["question"]}}}}, "responses"=>{"200"=>{"description"=>"Papers that correspond user's query", "content"=>{"application/json"=>{"schema"=>{"type"=>"object", "properties"=>{"title"=>{"type"=>"string"}, "abstract"=>{"type"=>"string"}}}}}}}}}}, "components"=>{"schemas"=>{"askQuestionResponse"=>{"type"=>"object", "properties"=>{"response"=>{"type"=>"string", "description"=>"Array of assets from the DKG."}}}}}} |
| auth | {"type":"none"} |
| privacy_policy_url | https://copilot-beta.chatdkg.ai/privacy |
FAQs
Currently, this GPTs is not free and is available exclusively to ChatGPT Plus users.
Yes, besides requiring a ChatGPT Plus membership, if you use the GPT-4 model (with DALL·E, browsing, and data analysis), the limit is 25 'GPTs' messages / 3 hours, More limited than normal 40 GPT4 responses per 3 hours,
The enterprise version of ChatGPT is, 100 GPT-4 messages per 3 hours.
DKG Copilot is publicly available in the upcoming OpenAI's GPT Store, making it widely accessible to anyone interested in using this advanced ChatGPT.
DKG Copilot is created by Milos Kotlar, and we have discovered only this one GPTs created by Milos Kotlar.
no, we found no file uploaded. You can check the function section to see if there are other unique features. If not, this GPTs is just a simple prompt engineering, and its knowledge base is synchronized with the general ChatGPT, latest training up to April 2023.
No, only Milos Kotlar can edit this GPTs. They can configure and update GPTs through GPT Builder at https://chat.openai.com/gpts/editor/g-K4hBMQygk. The last modification date of DKG Copilot was 2024-02-12 09:55:34 UTC.
Yes, conversations with DKG Copilot will be recorded. OpenAI keeps these records, and you can share your conversations via a link. Refer to OpenAI's user privacy and data security policies for more information.
Yes, if Milos Kotlar selected "Use conversation data in your GPT to improve our models" (in the GPTs Configure pages of Additional Settings), it means your conversations will be used for training and will influence this GPT AI agent.
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