Preview (#541)

* Strong typing (#533)

* refactor: :recycle: get rid of continuedev.src.continuedev structure

* refactor: :recycle: switching back to server folder

* feat: :sparkles: make config.py imports shorter

* feat: :bookmark: publish as pre-release vscode extension

* refactor: :recycle: refactor and add more completion params to ui

* build: :building_construction: download from preview S3

* fix: :bug: fix paths

* fix: :green_heart: package:pre-release

* ci: :green_heart: more time for tests

* fix: :green_heart: fix build scripts

* fix: :bug: fix import in run.py

* fix: :bookmark: update version to try again

* ci: 💚 Update package.json version [skip ci]

* refactor: :fire: don't check for old extensions version

* fix: :bug: small bug fixes

* fix: :bug: fix config.py import paths

* ci: 💚 Update package.json version [skip ci]

* ci: :green_heart: platform-specific builds test #1

* feat: :green_heart: ship with binary

* fix: :green_heart: fix copy statement to include.exe for windows

* fix: :green_heart: cd extension before packaging

* chore: :loud_sound: count tokens generated

* fix: :green_heart: remove npm_config_arch

* fix: :green_heart: publish as pre-release!

* chore: :bookmark: update version

* perf: :green_heart: hardcode distro paths

* fix: :bug: fix yaml syntax error

* chore: :bookmark: update version

* fix: :green_heart: update permissions and version

* feat: :bug: kill old server if needed

* feat: :lipstick: update marketplace icon for pre-release

* ci: 💚 Update package.json version [skip ci]

* feat: :sparkles: auto-reload for config.py

* feat: :wrench: update default config.py imports

* feat: :sparkles: codelens in config.py

* feat: :sparkles: select model param count from UI

* ci: 💚 Update package.json version [skip ci]

* feat: :sparkles: more model options, ollama error handling

* perf: :zap: don't show server loading immediately

* fix: :bug: fixing small UI details

* ci: 💚 Update package.json version [skip ci]

* feat: :rocket: headers param on LLM class

* fix: :bug: fix headers for openai.;y

* feat: :sparkles: highlight code on cmd+shift+L

* ci: 💚 Update package.json version [skip ci]

* feat: :lipstick: sticky top bar in gui.tsx

* fix: :loud_sound: websocket logging and horizontal scrollbar

* ci: 💚 Update package.json version [skip ci]

* feat: :sparkles: allow AzureOpenAI Service through GGML

* ci: 💚 Update package.json version [skip ci]

* fix: :bug: fix automigration

* ci: 💚 Update package.json version [skip ci]

* ci: :green_heart: upload binaries in ci, download apple silicon

* chore: :fire: remove notes

* fix: :green_heart: use curl to download binary

* fix: :green_heart: set permissions on apple silicon binary

* fix: :green_heart: testing

* fix: :green_heart: cleanup file

* fix: :green_heart: fix preview.yaml

* fix: :green_heart: only upload once per binary

* fix: :green_heart: install rosetta

* ci: :green_heart: download binary after tests

* ci: 💚 Update package.json version [skip ci]

* ci: :green_heart: prepare ci for merge to main

---------

Co-authored-by: GitHub Action <action@github.com>

1 files changed, 81 insertions, 0 deletions

diff --git a/server/continuedev/plugins/context_providers/embeddings.py b/server/continuedev/plugins/context_providers/embeddings.py
new file mode 100644
index 00000000..86cba311
--- /dev/null
+++ b/server/continuedev/plugins/context_providers/embeddings.py
@@ -0,0 +1,81 @@
+import os
+import uuid
+from typing import List, Optional
+
+from pydantic import BaseModel
+
+from ...core.context import ContextProvider
+from ...core.main import ContextItem, ContextItemDescription, ContextItemId
+from ...libs.chroma.query import ChromaIndexManager
+
+
+class EmbeddingResult(BaseModel):
+    filename: str
+    content: str
+
+
+class EmbeddingsProvider(ContextProvider):
+    title = "embed"
+
+    display_title = "Embeddings Search"
+    description = "Search the codebase using embeddings"
+    dynamic = True
+    requires_query = True
+
+    workspace_directory: str
+
+    EMBEDDINGS_CONTEXT_ITEM_ID = "embeddings"
+
+    index_manager: Optional[ChromaIndexManager] = None
+
+    class Config:
+        arbitrary_types_allowed = True
+
+    @property
+    def index(self):
+        if self.index_manager is None:
+            self.index_manager = ChromaIndexManager(self.workspace_directory)
+        return self.index_manager
+
+    @property
+    def BASE_CONTEXT_ITEM(self):
+        return ContextItem(
+            content="",
+            description=ContextItemDescription(
+                name="Embedding Search",
+                description="Enter a query to embedding search codebase",
+                id=ContextItemId(
+                    provider_title=self.title, item_id=self.EMBEDDINGS_CONTEXT_ITEM_ID
+                ),
+            ),
+        )
+
+    async def _get_query_results(self, query: str) -> str:
+        results = self.index.query_codebase_index(query)
+
+        ret = []
+        for node in results.source_nodes:
+            resource_name = list(node.node.relationships.values())[0]
+            filepath = resource_name[: resource_name.index("::")]
+            ret.append(EmbeddingResult(filename=filepath, content=node.node.text))
+
+        return ret
+
+    async def provide_context_items(self) -> List[ContextItem]:
+        self.index.create_codebase_index()  # TODO Synchronous here is not ideal
+
+        return [self.BASE_CONTEXT_ITEM]
+
+    async def add_context_item(self, id: ContextItemId, query: str):
+        if not id.provider_title == self.title:
+            raise Exception("Invalid provider title for item")
+
+        results = await self._get_query_results(query)
+
+        for i in range(len(results)):
+            result = results[i]
+            ctx_item = self.BASE_CONTEXT_ITEM.copy()
+            ctx_item.description.name = os.path.basename(result.filename)
+            ctx_item.content = f"{result.filename}\n```\n{result.content}\n```"
+            ctx_item.description.id.item_id = uuid.uuid4().hex
+            self.selected_items.append(ctx_item)