diff --git a/frontend/src/components/DefaultChat/index.jsx b/frontend/src/components/DefaultChat/index.jsx
index d85cfd1c41ece1fd687a55fa15177bd202fca763..7f8e4444e8d2d1d1ab9edd97d678c301b3bac71b 100644
--- a/frontend/src/components/DefaultChat/index.jsx
+++ b/frontend/src/components/DefaultChat/index.jsx
@@ -16,8 +16,9 @@ export default function DefaultChatContainer() {
const MESSAGES = [
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-start ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-start ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-orange-100 dark:bg-stone-700 rounded-b-2xl rounded-tr-2xl rounded-tl-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -33,8 +34,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-start ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-start ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-orange-100 dark:bg-stone-700 rounded-b-2xl rounded-tr-2xl rounded-tl-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -49,8 +51,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-start ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-start ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-orange-100 dark:bg-stone-700 rounded-b-2xl rounded-tr-2xl rounded-tl-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -76,8 +79,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-end ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-end ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-slate-200 dark:bg-amber-800 rounded-b-2xl rounded-tl-2xl rounded-tr-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -89,8 +93,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-start ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-start ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-orange-100 dark:bg-stone-700 rounded-b-2xl rounded-tr-2xl rounded-tl-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -117,8 +122,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-end ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-end ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-slate-200 dark:bg-amber-800 rounded-b-2xl rounded-tl-2xl rounded-tr-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -131,8 +137,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-start ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-start ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-orange-100 dark:bg-stone-700 rounded-b-2xl rounded-tr-2xl rounded-tl-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -161,8 +168,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-end ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-end ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-slate-200 dark:bg-amber-800 rounded-b-2xl rounded-tl-2xl rounded-tr-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
@@ -174,8 +182,9 @@ export default function DefaultChatContainer() {
<React.Fragment>
<div
- className={`flex w-full mt-2 justify-start ${popMsg ? "chat__message" : ""
- }`}
+ className={`flex w-full mt-2 justify-start ${
+ popMsg ? "chat__message" : ""
+ }`}
>
<div className="p-4 max-w-[75%] bg-orange-100 dark:bg-stone-700 rounded-b-2xl rounded-tr-2xl rounded-tl-sm">
<p className="text-slate-800 dark:text-slate-200 font-semibold">
diff --git a/server/endpoints/chat.js b/server/endpoints/chat.js
index dcc81fb5dc0806c8bb9d22b45db14b955a7016ba..bf13041cb79c7b2c051f6ae3ad9737aa932fb08b 100644
--- a/server/endpoints/chat.js
+++ b/server/endpoints/chat.js
@@ -6,16 +6,21 @@ function chatEndpoints(app) {
if (!app) return;
app.post("/workspace/:slug/chat", async (request, response) => {
- const { slug } = request.params;
- const { message, mode = "query" } = reqBody(request);
- const workspace = await Workspace.get(`slug = '${slug}'`);
- if (!workspace) {
- response.sendStatus(400).end();
- return;
- }
+ try {
+ const { slug } = request.params;
+ const { message, mode = "query" } = reqBody(request);
+ const workspace = await Workspace.get(`slug = '${slug}'`);
+ if (!workspace) {
+ response.sendStatus(400).end();
+ return;
+ }
- const result = await chatWithWorkspace(workspace, message, mode);
- response.status(200).json({ ...result });
+ const result = await chatWithWorkspace(workspace, message, mode);
+ response.status(200).json({ ...result });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
}
diff --git a/server/endpoints/system.js b/server/endpoints/system.js
index 158e300035dcec6df987d0e5e2efe79059de6c58..f03cb368a2d1d8ca7ee3d90e3d48e1cef6717f07 100644
--- a/server/endpoints/system.js
+++ b/server/endpoints/system.js
@@ -1,4 +1,6 @@
-if (process.env.NODE_ENV === 'development') require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` });
+process.env.NODE_ENV === "development"
+ ? require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` })
+ : require("dotenv").config();
const { viewLocalFiles } = require("../utils/files");
const { getVectorDbClass } = require("../utils/helpers");
@@ -10,37 +12,52 @@ function systemEndpoints(app) {
});
app.get("/setup-complete", (_, response) => {
- const vectorDB = process.env.VECTOR_DB || "pinecone";
- const results = {
- VectorDB: vectorDB,
- OpenAiKey: !!process.env.OPEN_AI_KEY,
- OpenAiModelPref: process.env.OPEN_MODEL_PREF || "gpt-3.5-turbo",
- ...(vectorDB === "pinecone"
- ? {
- PineConeEnvironment: process.env.PINECONE_ENVIRONMENT,
- PineConeKey: !!process.env.PINECONE_API_KEY,
- PineConeIndex: process.env.PINECONE_INDEX,
- }
- : {}),
- ...(vectorDB === "chroma"
- ? {
- ChromaEndpoint: process.env.CHROMA_ENDPOINT,
- }
- : {}),
- };
- response.status(200).json({ results });
+ try {
+ const vectorDB = process.env.VECTOR_DB || "pinecone";
+ const results = {
+ VectorDB: vectorDB,
+ OpenAiKey: !!process.env.OPEN_AI_KEY,
+ OpenAiModelPref: process.env.OPEN_MODEL_PREF || "gpt-3.5-turbo",
+ ...(vectorDB === "pinecone"
+ ? {
+ PineConeEnvironment: process.env.PINECONE_ENVIRONMENT,
+ PineConeKey: !!process.env.PINECONE_API_KEY,
+ PineConeIndex: process.env.PINECONE_INDEX,
+ }
+ : {}),
+ ...(vectorDB === "chroma"
+ ? {
+ ChromaEndpoint: process.env.CHROMA_ENDPOINT,
+ }
+ : {}),
+ };
+ response.status(200).json({ results });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
app.get("/system-vectors", async (_, response) => {
- const VectorDb = getVectorDbClass();
- const vectorCount = await VectorDb.totalIndicies();
- response.status(200).json({ vectorCount });
+ try {
+ const VectorDb = getVectorDbClass();
+ const vectorCount = await VectorDb.totalIndicies();
+ response.status(200).json({ vectorCount });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
app.get("/local-files", async (_, response) => {
- const localFiles = await viewLocalFiles();
- response.status(200).json({ localFiles });
+ try {
+ const localFiles = await viewLocalFiles();
+ response.status(200).json({ localFiles });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
}
-module.exports = { systemEndpoints };
\ No newline at end of file
+module.exports = { systemEndpoints };
diff --git a/server/endpoints/workspaces.js b/server/endpoints/workspaces.js
index d61ef3bedf3e313b55ef37cc30903b9b14e15f72..d37b1ef613c41a1802944e741e3ce0b22c856f6d 100644
--- a/server/endpoints/workspaces.js
+++ b/server/endpoints/workspaces.js
@@ -10,70 +10,100 @@ function workspaceEndpoints(app) {
if (!app) return;
app.post("/workspace/new", async (request, response) => {
- const { name = null } = reqBody(request);
- const { workspace, message } = await Workspace.new(name);
- response.status(200).json({ workspace, message });
+ try {
+ const { name = null } = reqBody(request);
+ const { workspace, message } = await Workspace.new(name);
+ response.status(200).json({ workspace, message });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
app.post("/workspace/:slug/update-embeddings", async (request, response) => {
- const { slug = null } = request.params;
- const { adds = [], deletes = [] } = reqBody(request);
- const currWorkspace = await Workspace.get(`slug = '${slug}'`);
+ try {
+ const { slug = null } = request.params;
+ const { adds = [], deletes = [] } = reqBody(request);
+ const currWorkspace = await Workspace.get(`slug = '${slug}'`);
- if (!currWorkspace) {
- response.sendStatus(400).end();
- return;
- }
+ if (!currWorkspace) {
+ response.sendStatus(400).end();
+ return;
+ }
- await Document.removeDocuments(currWorkspace, deletes);
- await Document.addDocuments(currWorkspace, adds);
- const updatedWorkspace = await Workspace.get(`slug = '${slug}'`);
- response.status(200).json({ workspace: updatedWorkspace });
+ await Document.removeDocuments(currWorkspace, deletes);
+ await Document.addDocuments(currWorkspace, adds);
+ const updatedWorkspace = await Workspace.get(`slug = '${slug}'`);
+ response.status(200).json({ workspace: updatedWorkspace });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
app.delete("/workspace/:slug", async (request, response) => {
- const VectorDb = getVectorDbClass();
- const { slug = "" } = request.params;
- const workspace = await Workspace.get(`slug = '${slug}'`);
+ try {
+ const VectorDb = getVectorDbClass();
+ const { slug = "" } = request.params;
+ const workspace = await Workspace.get(`slug = '${slug}'`);
- if (!workspace) {
- response.sendStatus(400).end();
- return;
- }
+ if (!workspace) {
+ response.sendStatus(400).end();
+ return;
+ }
- await Workspace.delete(`slug = '${slug.toLowerCase()}'`);
- await DocumentVectors.deleteForWorkspace(workspace.id);
- await Document.delete(`workspaceId = ${Number(workspace.id)}`);
- await WorkspaceChats.delete(`workspaceId = ${Number(workspace.id)}`);
- try {
- await VectorDb["delete-namespace"]({ namespace: slug });
+ await Workspace.delete(`slug = '${slug.toLowerCase()}'`);
+ await DocumentVectors.deleteForWorkspace(workspace.id);
+ await Document.delete(`workspaceId = ${Number(workspace.id)}`);
+ await WorkspaceChats.delete(`workspaceId = ${Number(workspace.id)}`);
+ try {
+ await VectorDb["delete-namespace"]({ namespace: slug });
+ } catch (e) {
+ console.error(e.message);
+ }
+ response.sendStatus(200).end();
} catch (e) {
- console.error(e.message);
+ console.log(e.message, e);
+ response.sendStatus(500).end();
}
- response.sendStatus(200).end();
});
app.get("/workspaces", async (_, response) => {
- const workspaces = await Workspace.where();
- response.status(200).json({ workspaces });
+ try {
+ const workspaces = await Workspace.where();
+ response.status(200).json({ workspaces });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
app.get("/workspace/:slug", async (request, response) => {
- const { slug } = request.params;
- const workspace = await Workspace.get(`slug = '${slug}'`);
- response.status(200).json({ workspace });
+ try {
+ const { slug } = request.params;
+ const workspace = await Workspace.get(`slug = '${slug}'`);
+ response.status(200).json({ workspace });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
app.get("/workspace/:slug/chats", async (request, response) => {
- const { slug } = request.params;
- const workspace = await Workspace.get(`slug = '${slug}'`);
- if (!workspace) {
- response.sendStatus(400).end();
- return;
- }
+ try {
+ const { slug } = request.params;
+ const workspace = await Workspace.get(`slug = '${slug}'`);
+ if (!workspace) {
+ response.sendStatus(400).end();
+ return;
+ }
- const history = await WorkspaceChats.forWorkspace(workspace.id);
- response.status(200).json({ history: convertToChatHistory(history) });
+ const history = await WorkspaceChats.forWorkspace(workspace.id);
+ response.status(200).json({ history: convertToChatHistory(history) });
+ } catch (e) {
+ console.log(e.message, e);
+ response.sendStatus(500).end();
+ }
});
}
diff --git a/server/index.js b/server/index.js
index 00a412faa73087f5b3f9d0a440f32900d5baaba9..648d34c03c8260681c9a6761d0e7b9431f5a511f 100644
--- a/server/index.js
+++ b/server/index.js
@@ -1,4 +1,7 @@
-if (process.env.NODE_ENV === 'development') require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` });
+process.env.NODE_ENV === "development"
+ ? require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` })
+ : require("dotenv").config();
+
const express = require("express");
const bodyParser = require("body-parser");
const cors = require("cors");
@@ -25,26 +28,31 @@ workspaceEndpoints(app);
chatEndpoints(app);
app.post("/v/:command", async (request, response) => {
- const VectorDb = getVectorDbClass();
- const { command } = request.params;
- if (!Object.getOwnPropertyNames(VectorDb).includes(command)) {
- response.status(500).json({
- message: "invalid interface command",
- commands: Object.getOwnPropertyNames(VectorDb),
- });
- return;
- }
-
try {
- const body = reqBody(request);
- const resBody = await VectorDb[command](body);
- response.status(200).json({ ...resBody });
+ const VectorDb = getVectorDbClass();
+ const { command } = request.params;
+ if (!Object.getOwnPropertyNames(VectorDb).includes(command)) {
+ response.status(500).json({
+ message: "invalid interface command",
+ commands: Object.getOwnPropertyNames(VectorDb),
+ });
+ return;
+ }
+
+ try {
+ const body = reqBody(request);
+ const resBody = await VectorDb[command](body);
+ response.status(200).json({ ...resBody });
+ } catch (e) {
+ // console.error(e)
+ console.error(JSON.stringify(e));
+ response.status(500).json({ error: e.message });
+ }
+ return;
} catch (e) {
- // console.error(e)
- console.error(JSON.stringify(e));
- response.status(500).json({ error: e.message });
+ console.log(e.message, e);
+ response.sendStatus(500).end();
}
- return;
});
app.all("*", function (_, response) {
diff --git a/server/utils/chroma/index.js b/server/utils/chroma/index.js
index 92dcec928c311d3f588967213f9592dd44627eaa..002041419b174e6c49b2e2b90a28f5452468a516 100644
--- a/server/utils/chroma/index.js
+++ b/server/utils/chroma/index.js
@@ -2,46 +2,20 @@ const { ChromaClient, OpenAIEmbeddingFunction } = require("chromadb");
const { Chroma: ChromaStore } = require("langchain/vectorstores/chroma");
const { OpenAI } = require("langchain/llms/openai");
const { ChatOpenAI } = require("langchain/chat_models/openai");
-const {
- VectorDBQAChain,
- LLMChain,
- RetrievalQAChain,
- ConversationalRetrievalQAChain,
-} = require("langchain/chains");
+const { VectorDBQAChain } = require("langchain/chains");
const { OpenAIEmbeddings } = require("langchain/embeddings/openai");
-// const { VectorStoreRetrieverMemory, BufferMemory } = require("langchain/memory");
-// const { PromptTemplate } = require("langchain/prompts");
const { RecursiveCharacterTextSplitter } = require("langchain/text_splitter");
const { storeVectorResult, cachedVectorInformation } = require("../files");
const { Configuration, OpenAIApi } = require("openai");
const { v4: uuidv4 } = require("uuid");
-
-const toChunks = (arr, size) => {
- return Array.from({ length: Math.ceil(arr.length / size) }, (_v, i) =>
- arr.slice(i * size, i * size + size)
- );
-};
-
-function curateSources(sources = []) {
- const knownDocs = [];
- const documents = [];
- for (const source of sources) {
- const { metadata = {} } = source;
- if (
- Object.keys(metadata).length > 0 &&
- !knownDocs.includes(metadata.title)
- ) {
- documents.push({ ...metadata });
- knownDocs.push(metadata.title);
- }
- }
-
- return documents;
-}
+const { toChunks, curateSources } = require("../helpers");
const Chroma = {
- name: 'Chroma',
+ name: "Chroma",
connect: async function () {
+ if (process.env.VECTOR_DB !== "chroma")
+ throw new Error("Chroma::Invalid ENV settings");
+
const client = new ChromaClient({
path: process.env.CHROMA_ENDPOINT, // if not set will fallback to localhost:8000
});
@@ -356,6 +330,4 @@ const Chroma = {
},
};
-module.exports = {
- Chroma,
-};
+module.exports.Chroma = Chroma;
diff --git a/server/utils/helpers/index.js b/server/utils/helpers/index.js
index aa4cf3e89d6cdd57bc46afecf3d252ce8f251af6..560ac1b762c9c4e45611eb554fa8a04c402623ee 100644
--- a/server/utils/helpers/index.js
+++ b/server/utils/helpers/index.js
@@ -1,7 +1,7 @@
-const { Pinecone } = require("../pinecone");
-const { Chroma } = require("../chroma");
-
function getVectorDbClass() {
+ const { Pinecone } = require("../pinecone");
+ const { Chroma } = require("../chroma");
+
const vectorSelection = process.env.VECTOR_DB || "pinecone";
switch (vectorSelection) {
case "pinecone":
@@ -9,10 +9,35 @@ function getVectorDbClass() {
case "chroma":
return Chroma;
default:
- return Pinecone;
+ throw new Error("ENV: No VECTOR_DB value found in environment!");
}
}
+function toChunks(arr, size) {
+ return Array.from({ length: Math.ceil(arr.length / size) }, (_v, i) =>
+ arr.slice(i * size, i * size + size)
+ );
+}
+
+function curateSources(sources = []) {
+ const knownDocs = [];
+ const documents = [];
+ for (const source of sources) {
+ const { metadata = {} } = source;
+ if (
+ Object.keys(metadata).length > 0 &&
+ !knownDocs.includes(metadata.title)
+ ) {
+ documents.push({ ...metadata });
+ knownDocs.push(metadata.title);
+ }
+ }
+
+ return documents;
+}
+
module.exports = {
getVectorDbClass,
+ toChunks,
+ curateSources,
};
diff --git a/server/utils/pinecone/index.js b/server/utils/pinecone/index.js
index be217854e8f7da14fe713025c0fc9dac886b3736..e57c34a8a3db30699cfbfd432e60b142b70ab26f 100644
--- a/server/utils/pinecone/index.js
+++ b/server/utils/pinecone/index.js
@@ -2,49 +2,22 @@ const { PineconeClient } = require("@pinecone-database/pinecone");
const { PineconeStore } = require("langchain/vectorstores/pinecone");
const { OpenAI } = require("langchain/llms/openai");
const { ChatOpenAI } = require("langchain/chat_models/openai");
-const {
- VectorDBQAChain,
- LLMChain,
- RetrievalQAChain,
- ConversationalRetrievalQAChain,
-} = require("langchain/chains");
+const { VectorDBQAChain, LLMChain } = require("langchain/chains");
const { OpenAIEmbeddings } = require("langchain/embeddings/openai");
-const {
- VectorStoreRetrieverMemory,
- BufferMemory,
-} = require("langchain/memory");
+const { VectorStoreRetrieverMemory } = require("langchain/memory");
const { PromptTemplate } = require("langchain/prompts");
const { RecursiveCharacterTextSplitter } = require("langchain/text_splitter");
const { storeVectorResult, cachedVectorInformation } = require("../files");
const { Configuration, OpenAIApi } = require("openai");
const { v4: uuidv4 } = require("uuid");
-
-const toChunks = (arr, size) => {
- return Array.from({ length: Math.ceil(arr.length / size) }, (_v, i) =>
- arr.slice(i * size, i * size + size)
- );
-};
-
-function curateSources(sources = []) {
- const knownDocs = [];
- const documents = [];
- for (const source of sources) {
- const { metadata = {} } = source;
- if (
- Object.keys(metadata).length > 0 &&
- !knownDocs.includes(metadata.title)
- ) {
- documents.push({ ...metadata });
- knownDocs.push(metadata.title);
- }
- }
-
- return documents;
-}
+const { toChunks, curateSources } = require("../helpers");
const Pinecone = {
- name: 'Pinecone',
+ name: "Pinecone",
connect: async function () {
+ if (process.env.VECTOR_DB !== "pinecone")
+ throw new Error("Pinecone::Invalid ENV settings");
+
const client = new PineconeClient();
await client.init({
apiKey: process.env.PINECONE_API_KEY,
@@ -327,6 +300,4 @@ const Pinecone = {
},
};
-module.exports = {
- Pinecone,
-};
+module.exports.Pinecone = Pinecone;