diff --git a/codeqai/app.py b/codeqai/app.py
index b65e135..ebf50f0 100644
--- a/codeqai/app.py
+++ b/codeqai/app.py
@@ -10,8 +10,13 @@
 from yaspin import yaspin
 
 from codeqai import codeparser, repo, utils
-from codeqai.config import (create_cache_dir, create_config, get_cache_path,
-                            get_config_path, load_config)
+from codeqai.config import (
+    create_cache_dir,
+    create_config,
+    get_cache_path,
+    get_config_path,
+    load_config,
+)
 from codeqai.constants import EmbeddingsModel, LlmHost
 from codeqai.embeddings import Embeddings
 from codeqai.llm import LLM
diff --git a/codeqai/embeddings.py b/codeqai/embeddings.py
index 31a5695..418ced8 100644
--- a/codeqai/embeddings.py
+++ b/codeqai/embeddings.py
@@ -39,7 +39,10 @@ def __init__(
                 except ImportError:
                     self._install_instructor_embedding()
 
-                self.embeddings = HuggingFaceInstructEmbeddings()
+                self.embeddings = HuggingFaceInstructEmbeddings(
+                    embed_instruction="Represent a piece of code: ",
+                    query_instruction="Represent a query for semantic code search: ",
+                )
 
     def _install_sentence_transformers(self):
         question = [
diff --git a/poetry.lock b/poetry.lock
index fe7c509..5818e2d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,98 +2,98 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.8.5"
+version = "3.8.6"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
@@ -223,101 +223,101 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 ]
 
 [package.dependencies]
@@ -446,90 +446,85 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.37"
+version = "3.1.40"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
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+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:36b13199282d71d2a841f404f58ccf914b3917b27a99917b0a79b80c93f8a24e"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a94f5f5ac57591004823385bd7f4cc1b62c7b0b08efc1c39a5e33fb2f8c201bf"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a796a359bd6fb4f2b67e29f86c9130bd6ae840d75d31d356594f92d5505f43d"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:45a6edf0106ff653940fe52fb8a47f8c03d0c5981312ac036888d44102840452"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:f077fe6099bb310a247514b68d7103c6dbafef552856fcd225d0867f78b620b7"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:3842ef8d05e3368c227fd5a57f08f636374b4b870070916d08c4aafb99d04cd1"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-win32.whl", hash = "sha256:3e9eafc7079114783b5385a769fd190c93525bcae3cf6791fd819c617067394e"},
+    {file = "tree_sitter_languages-1.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:9d30b7f48f18a60eea9a0f9494e0f0ea6f560d861770a84c3faab8d7a446fc55"},
 ]
 
 [package.dependencies]
@@ -1717,13 +1714,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "wcwidth"
-version = "0.2.8"
+version = "0.2.9"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.8-py2.py3-none-any.whl", hash = "sha256:77f719e01648ed600dfa5402c347481c0992263b81a027344f3e1ba25493a704"},
-    {file = "wcwidth-0.2.8.tar.gz", hash = "sha256:8705c569999ffbb4f6a87c6d1b80f324bd6db952f5eb0b95bc07517f4c1813d4"},
+    {file = "wcwidth-0.2.9-py2.py3-none-any.whl", hash = "sha256:9a929bd8380f6cd9571a968a9c8f4353ca58d7cd812a4822bba831f8d685b223"},
+    {file = "wcwidth-0.2.9.tar.gz", hash = "sha256:a675d1a4a2d24ef67096a04b85b02deeecd8e226f57b5e3a72dbb9ed99d27da8"},
 ]
 
 [[package]]
@@ -1830,4 +1827,4 @@ termcolor = ">=2.3,<3.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "486fa468b708f9b44ae1450d93c9405c1b5274e5e2a732448d164bae107b43a1"
+content-hash = "a0ea29a159c9d81364f67a49ab0a9700378f77449161312c29ee3b0cc6a1fa4d"
diff --git a/pyproject.toml b/pyproject.toml
index 82b0aea..cf4b903 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,8 +16,8 @@ gitpython = "^3.1.36"
 langchain = ">=0.0.310,<0.0.326"
 openai = "^0.28.0"
 pyyaml = "^6.0.1"
-tree-sitter = "^0.20.2"
-tree-sitter-languages = "^1.7.0"
+tree-sitter = ">=0.20.2,<0.21.0"
+tree-sitter-languages = ">=1.7.0,<2.0.0"
 rich = "^13.5.3"
 python-dotenv = "^1.0.0"