add markdown

Pipfile

@@ -4,10 +4,9 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-gradio = "==3.26.0"
+gradio = "*"
 requests = "*"
 openai = "*"
-uvicorn = "==0.23.0"
 
 [dev-packages]
 

Pipfile.lock

@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e61418bb9c3bb3311e57c1e92382bada5cf435574419d560acd1ba1880ac7571"
+            "sha256": "8ff371c26b9bee1dda4b5c5e96e203920b9dc7ac0de76ef79a7d1e1dc24558ad"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -315,6 +315,14 @@
             "markers": "python_version >= '3.6'",
             "version": "==0.11.0"
         },
+        "exceptiongroup": {
+            "hashes": [
+                "sha256:12c3e887d6485d16943a309616de20ae5582633e0a2eda17f4e10fd61c1e8af5",
+                "sha256:e346e69d186172ca7cf029c8c1d16235aa0e04035e5750b4b95039e65204328f"
+            ],
+            "markers": "python_version < '3.11'",
+            "version": "==1.1.2"
+        },
         "fastapi": {
             "hashes": [
                 "sha256:271662daf986da8fa98dc2b7c7f61c4abdfdccfb4786d79ed8b2878f172c6d5f",
@@ -454,19 +462,19 @@
         },
         "gradio": {
             "hashes": [
-                "sha256:49906313c645d2060335568b738ac83bad5a8d8a9ffc45848c5dc2db436630a7",
-                "sha256:64649d44d8108f31007cd9c06fceb6317d638a69aac562c82a0c637a19ff5831"
+                "sha256:183440d6ca8b8a08f38ec660c2499173771986d76562dafb23c0508680e7c3d0",
+                "sha256:62fd9ea44be20bd94c8e58c3ba7bedaa8c74f8e2048390aaa3eb0e3af4556479"
             ],
             "index": "pypi",
-            "version": "==3.26.0"
+            "version": "==3.37.0"
         },
         "gradio-client": {
             "hashes": [
-                "sha256:100e702ce23f0583e0b0d261bddb82a4c7df9039793a3fd2e698254ff35332fb",
-                "sha256:9ba762fe1d1cd03161a24c6c8797438203d57eb09dab459091834e3010880ef1"
+                "sha256:8b1e32093f766812b91c65756e85ad8bbe6d60b885b87b47908a72359c8d72a0",
+                "sha256:d4f93c86649f7662ec16861506ae864d18667422e8c8ecc227360f2aedcffdc9"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==0.1.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==0.2.10"
         },
         "h11": {
             "hashes": [
@@ -508,6 +516,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==3.4"
         },
+        "importlib-resources": {
+            "hashes": [
+                "sha256:4cf94875a8368bd89531a756df9a9ebe1f150e0f885030b461237bc7f2d905f2",
+                "sha256:d952faee11004c045f785bb5636e8f885bed30dc3c940d5d42798a2a4541c185"
+            ],
+            "markers": "python_version < '3.10'",
+            "version": "==6.0.0"
+        },
         "jinja2": {
             "hashes": [
                 "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852",
@@ -825,34 +841,37 @@
         },
         "numpy": {
             "hashes": [
-                "sha256:012097b5b0d00a11070e8f2e261128c44157a8689f7dedcf35576e525893f4fe",
-                "sha256:0d3fe3dd0506a28493d82dc3cf254be8cd0d26f4008a417385cbf1ae95b54004",
-                "sha256:0def91f8af6ec4bb94c370e38c575855bf1d0be8a8fbfba42ef9c073faf2cf19",
-                "sha256:1a180429394f81c7933634ae49b37b472d343cccb5bb0c4a575ac8bbc433722f",
-                "sha256:1d5d3c68e443c90b38fdf8ef40e60e2538a27548b39b12b73132456847f4b631",
-                "sha256:20e1266411120a4f16fad8efa8e0454d21d00b8c7cee5b5ccad7565d95eb42dd",
-                "sha256:247d3ffdd7775bdf191f848be8d49100495114c82c2bd134e8d5d075fb386a1c",
-                "sha256:35a9527c977b924042170a0887de727cd84ff179e478481404c5dc66b4170009",
-                "sha256:38eb6548bb91c421261b4805dc44def9ca1a6eef6444ce35ad1669c0f1a3fc5d",
-                "sha256:3d7abcdd85aea3e6cdddb59af2350c7ab1ed764397f8eec97a038ad244d2d105",
-                "sha256:41a56b70e8139884eccb2f733c2f7378af06c82304959e174f8e7370af112e09",
-                "sha256:4a90725800caeaa160732d6b31f3f843ebd45d6b5f3eec9e8cc287e30f2805bf",
-                "sha256:6b82655dd8efeea69dbf85d00fca40013d7f503212bc5259056244961268b66e",
-                "sha256:6c6c9261d21e617c6dc5eacba35cb68ec36bb72adcff0dee63f8fbc899362588",
-                "sha256:77d339465dff3eb33c701430bcb9c325b60354698340229e1dff97745e6b3efa",
-                "sha256:791f409064d0a69dd20579345d852c59822c6aa087f23b07b1b4e28ff5880fcb",
-                "sha256:9a3a9f3a61480cc086117b426a8bd86869c213fc4072e606f01c4e4b66eb92bf",
-                "sha256:c1516db588987450b85595586605742879e50dcce923e8973f79529651545b57",
-                "sha256:c40571fe966393b212689aa17e32ed905924120737194b5d5c1b20b9ed0fb171",
-                "sha256:d412c1697c3853c6fc3cb9751b4915859c7afe6a277c2bf00acf287d56c4e625",
-                "sha256:d5154b1a25ec796b1aee12ac1b22f414f94752c5f94832f14d8d6c9ac40bcca6",
-                "sha256:d736b75c3f2cb96843a5c7f8d8ccc414768d34b0a75f466c05f3a739b406f10b",
-                "sha256:e8f6049c4878cb16960fbbfb22105e49d13d752d4d8371b55110941fb3b17800",
-                "sha256:f76aebc3358ade9eacf9bc2bb8ae589863a4f911611694103af05346637df1b7",
-                "sha256:fd67b306320dcadea700a8f79b9e671e607f8696e98ec255915c0c6d6b818503"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==1.25.1"
+                "sha256:04640dab83f7c6c85abf9cd729c5b65f1ebd0ccf9de90b270cd61935eef0197f",
+                "sha256:1452241c290f3e2a312c137a9999cdbf63f78864d63c79039bda65ee86943f61",
+                "sha256:222e40d0e2548690405b0b3c7b21d1169117391c2e82c378467ef9ab4c8f0da7",
+                "sha256:2541312fbf09977f3b3ad449c4e5f4bb55d0dbf79226d7724211acc905049400",
+                "sha256:31f13e25b4e304632a4619d0e0777662c2ffea99fcae2029556b17d8ff958aef",
+                "sha256:4602244f345453db537be5314d3983dbf5834a9701b7723ec28923e2889e0bb2",
+                "sha256:4979217d7de511a8d57f4b4b5b2b965f707768440c17cb70fbf254c4b225238d",
+                "sha256:4c21decb6ea94057331e111a5bed9a79d335658c27ce2adb580fb4d54f2ad9bc",
+                "sha256:6620c0acd41dbcb368610bb2f4d83145674040025e5536954782467100aa8835",
+                "sha256:692f2e0f55794943c5bfff12b3f56f99af76f902fc47487bdfe97856de51a706",
+                "sha256:7215847ce88a85ce39baf9e89070cb860c98fdddacbaa6c0da3ffb31b3350bd5",
+                "sha256:79fc682a374c4a8ed08b331bef9c5f582585d1048fa6d80bc6c35bc384eee9b4",
+                "sha256:7ffe43c74893dbf38c2b0a1f5428760a1a9c98285553c89e12d70a96a7f3a4d6",
+                "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463",
+                "sha256:95f7ac6540e95bc440ad77f56e520da5bf877f87dca58bd095288dce8940532a",
+                "sha256:9667575fb6d13c95f1b36aca12c5ee3356bf001b714fc354eb5465ce1609e62f",
+                "sha256:a5425b114831d1e77e4b5d812b69d11d962e104095a5b9c3b641a218abcc050e",
+                "sha256:b4bea75e47d9586d31e892a7401f76e909712a0fd510f58f5337bea9572c571e",
+                "sha256:b7b1fc9864d7d39e28f41d089bfd6353cb5f27ecd9905348c24187a768c79694",
+                "sha256:befe2bf740fd8373cf56149a5c23a0f601e82869598d41f8e188a0e9869926f8",
+                "sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64",
+                "sha256:d11efb4dbecbdf22508d55e48d9c8384db795e1b7b51ea735289ff96613ff74d",
+                "sha256:dd80e219fd4c71fc3699fc1dadac5dcf4fd882bfc6f7ec53d30fa197b8ee22dc",
+                "sha256:e2926dac25b313635e4d6cf4dc4e51c8c0ebfed60b801c799ffc4c32bf3d1254",
+                "sha256:e98f220aa76ca2a977fe435f5b04d7b3470c0a2e6312907b37ba6068f26787f2",
+                "sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1",
+                "sha256:f136bab9c2cfd8da131132c2cf6cc27331dd6fae65f95f69dcd4ae3c3639c810",
+                "sha256:f3a86ed21e4f87050382c7bc96571755193c4c1392490744ac73d660e8f564a9"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.24.4"
         },
         "openai": {
             "hashes": [
@@ -1015,6 +1034,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==10.0.0"
         },
+        "pkgutil-resolve-name": {
+            "hashes": [
+                "sha256:357d6c9e6a755653cfd78893817c0853af365dd51ec97f3d358a819373bbd174",
+                "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==1.3.10"
+        },
         "pydantic": {
             "hashes": [
                 "sha256:614eb3321eb600c81899a88fa9858b008e3c79e0d4f1b49ab1f516b4b0c27cfb",
@@ -1423,12 +1450,12 @@
         },
         "uvicorn": {
             "hashes": [
-                "sha256:479599b2c0bb1b9b394c6d43901a1eb0c1ec72c7d237b5bafea23c5b2d4cdf10",
-                "sha256:d38ab90c0e2c6fe3a054cddeb962cfd5d0e0e6608eaaff4a01d5c36a67f3168c"
+                "sha256:1d55d46b83ee4ce82b4e82f621f2050adb3eb7b5481c13f9af1744951cae2f1f",
+                "sha256:da9b0c8443b2d7ee9db00a345f1eee6db7317432c9d4400f5049cc8d358383be"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==0.23.0"
+            "version": "==0.23.1"
         },
         "websockets": {
             "hashes": [
@@ -1585,6 +1612,14 @@
             ],
             "markers": "python_version >= '3.7'",
             "version": "==1.9.2"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0",
+                "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"
+            ],
+            "markers": "python_version < '3.10'",
+            "version": "==3.16.2"
         }
     },
     "develop": {}

app.py

@@ -24,7 +24,6 @@ def search_resume(input_text):
     return "No 'prediction' key found in the response or the 'body' is not a list."
 
 examples = [["""
-
 DATA SCIENTIST - GENTIS
 ========================
 I am in contact with a top company in Ghent where they are looking for an additional Data Scientist. Beware... Once you start there, you won't be leaving anytime soon. The company likes to keep their employees happy, so few leave.
@@ -71,28 +70,29 @@ An attractive salary package with company car, accompanied by various extra-lega
 39 days off per year
 """
 ]
-
 ]
-#
-# iface = gr.Interface(fn=search_resume,
-#                      inputs=gr.inputs.Textbox(lines=7, placeholder="Enter Text Here..."),
-#                      outputs="text",
-#                      examples=examples
-#                      )
-# iface.launch()
-#
+
 demo = gr.Blocks()
 
 
 with demo:
-
-    text_vacancy = gr.Textbox("Paste here a Vacancy...", lines=7, label="Vacancy")
+    gr.Markdown("""
+    # Recruiter Assistant
+    ## 1. Provide a vacancy and get back relevant resumes from a database
+    We have about 1000 resumes in our database: https://huggingface.co/datasets/Sachinkelenjaguri/Resume_dataset
+    """)
+    text_vacancy = gr.Textbox(hint="Paste here a Vacancy...", lines=7, label="Copy/paste here a vacancy")
     b1 = gr.Button("Search Resume")
-    text_search_result = gr.Textbox("Top resumes will appear here ...", label="Top resumes found in the database")
+    text_search_result = gr.Textbox(hint="Top resumes will appear here ...", label="Top resumes found in the database")
     b1.click(search_resume, inputs=text_vacancy, outputs=text_search_result)
-
-    text_resume = gr.Textbox("Paste here a Resume...", label="Copy / Paste here your prefered resume and click the button to write an intro ")
+    gr.Markdown("""
+    ## 2. Select an appropriate resume for this vacancy, paste it in the textfield and write a relevant introduction email
+    """)
+    text_resume = gr.Textbox(hint="Paste here a Resume...", label="Copy / Paste here your prefered resume from above and click the button to write an intro ")
     b2 = gr.Button("Write a relevant intro")
+    gr.Markdown("""
+    ## 3. You have a relevant introduction email to send to the customer
+    """)
     text_intro = gr.Textbox()
     b2.click(intro.create,
              inputs=[